## What is the importance of Class 8 Math?

Students of this age will be curious about the world around them, and be able to understand and appreciate how many of the Math concepts that they have learned from a young age are applied in the real world. Class 8 Math introduces students to practical applications of mathematics, enabling them to make sense of and navigate the world around them.

In Class 8, students are expected to start developing and honing their critical thinking, logical reasoning, and problem-solving skills. Class 8 Math challenges students to analyze problems, think logically and find solutions using mathematical principles and techniques.

Class 8 Math serves as a stepping stone for board examinations or standardized tests that students may encounter in the future. Understanding and performing well in Class 8 Math is crucial for academic progress and achieving higher scores in these examinations.

## What is covered in Class 8 Math?

The specific content of Class 8 Math varies depending on the education system and curriculum followed, which will differ region-wise, and according to the different school boards. However, here is a listing of the common core topics covered in Class 8 Math, across all school boards and regions:

1. Number theory: Properties of numbers, divisibility tests, prime and composite numbers, and solving problems related to divisibility.
2. Rational Numbers: Definition of rational numbers, Identifying them by their decimal expansions, Operations on rational numbers, representation on the number line, and properties of rational numbers.
3. Linear Equations in One Variable: Solving linear equations, word problems based on linear equations, and practical applications.
4. Understanding Quadrilaterals: Properties and classification of quadrilaterals, special types of quadrilaterals like squares, rectangles, parallelograms, rhombus, and trapezium.
5. Practical Geometry: Construction of geometrical figures like triangles, quadrilaterals, and circles using a ruler and compass.
6. Data Handling: Collection, organization, and presentation of data using bar graphs, pie charts, and histograms. Measures of central tendency like mean, median, and mode.
7. Squares and Square Roots: Properties of squares, square roots, and their applications.
8. Cubes and Cube Roots: Properties of cubes, cube roots, and their applications.
9. Comparing Quantities: Understanding ratios, proportions, percentages, and their applications in solving problems related to discounts, interest, etc.
10. Algebraic Expressions and Identities: Introduction to algebraic expressions, simplification, and evaluation of algebraic expressions, and identities.
11. Visualizing Solid Shapes: Identification and properties of various 3D shapes like cubes, cuboids, cylinders, spheres, cones, and prisms.
12. Exponents and Powers: Laws of exponents, simplifying expressions involving exponents, and scientific notation.
13. Direct and Inverse Proportions: Understanding direct and inverse proportions, and solving problems based on them.
14. Factorization: Finding the factors of algebraic expressions, factorization using common factors, and factorization by grouping.
15. Introduction to Graphs: Representation and interpretation of data using graphs, types of graphs like bar graphs, line graphs, and pie charts.
16. Probability: Understanding the basic definition of probability, learning about experiments and outcomes, sample space, and finding the probability of different kinds of events.

## How to maximize learning Class 8 Math?

The fundamental principles of Algebra such as the distributive property, simplification of expressions, and solving linear equations are introduced in Class 8 Math. These are essential for solving Quadratic Equations, taught in the higher grades. Without a solid foundation in Algebra, students may find it challenging to understand and solve Quadratic Equations effectively. The same is applicable to other advanced topics covered in the higher grades of Class 9 and 10.

Students of Class 8 Math must maximize learning so as to ensure a solid foundation and deep understanding of the basic concepts. There are several tried and tested ways to do this.

• Attend Classes Regularly
• Practice Regularly
• Solve a Variety of Problems
• Seek Clarification
• Utilize Resources
• Review and Revise
• Apply Math in Real-Life Situations
• Stay Organized and Manage Time

We at PurpleTutor can help students in all these ways.

## How can PurpleTutor help students of Class 8 Math excel?

PurpleTutor is a versatile online learning platform imparting quality education in Math and Coding. We offer comprehensive courses and resources to help students of Class 8 Math excel.

PurpleTutor can help students prepare for Class 8 Math in these ways:

Regular Classes – By attending the online sessions regularly, students will be in constant touch with the subject.

Regular Practice – We provide plenty of worksheets on each topic, on which students can improve their problem-solving skills and the speed of their calculations.

Solving a Variety of Problems – Our online sessions and worksheets expose students to different kinds of problems on each concept, so that students learn to identify, categorize and solve unseen problems easily.

Seeking Clarification – Students are encouraged to clarify doubts and seek guidance from their tutors, who are dedicated to solving the queries.

Valuable Resources – Our Math courses incorporate exciting online tools and virtual Math manipulatives for demonstrating abstract concepts clearly and in a fun, visually appealing way.

Review and Revision – We have assessments at each module end and provide feedback to students and parents, and help them improve their performance.

Application of Math to Real-Life Situations – The course content wherever possible, illustrates concepts by showing their practical applications in the real world.

Organizing and Management of Time – Students can make optimum use of their time, by structuring their schedules around their school and online classes, and making sure their assignments are done regularly.

To summarize, PurpleTutor is completely committed to enhancing the academic performance of Class 8 Math students.

## Detailed Course Content and Duration

You can explore the detailed content of our Class 8 Math courses here –

1. Is there a free demo class?
A: Yes. At PurpleTutor, we give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. What are the topics in class 8 Math?
A. The topics are Rational Numbers, Exponents and Powers, Squares, Cubes, Square and Cube roots, Polynomials, Linear Equations in One Variable, Triangles, Coordinate Geometry, Circles, Mensuration, and Probability.

3. Is Class 8 Math Easy?
A. Class 8 Math is the starting point for the advanced topics taught in the higher grades, so yes, it is easy, since this will be the introductory content, which is basic, and easy to understand. Having said that, it is still important to constantly review and practice.

4. Will I get personal attention in the Math online classes?
A. Yes, we have only one student in a session. So, you will get the complete attention of your tutor.

5. Will I get enough practice in the Math online classes?
A. PurpleTutor provides plenty of worksheets and assignments on all course topics in addition to textbook exercises. So, yes, you will get sufficient practice.

6. Do you conduct tests and mock exams?
A. At the end of every topic, the student’s understanding of the concepts is assessed.

7. Will taking online classes for class 8 Math be better than in-person Math coaching classes?
A. Yes, if you also factor in the time spent traveling to in-person classes., and also consider the fact that offline coaching classes tend to have many students in a single batch.

8. What is the prerequisite for enrolling in the class 8 Math online course?
A. Before enrolling in a Class 8 Math online course, it is recommended that students have completed Class 7 Math and have a good grasp of the following topics: Quadrilaterals, Triangles, Coordinate Geometry.

38MATH_CRS

## What are programming courses and why are they essential?

In today’s world, programming courses are essential for all. Let’s talk about why children should learn coding through programming courses.

• Future Job Opportunities: Parents wish and plan for the best future for their students. Technology is becoming more and more important in our daily lives, and this trend is expected to continue in the future. There is a growing demand for skilled programmers who can develop software, applications, and websites. Enrolling in the best programming courses and learning to code early is a great start to a bright future for young learners.
• Creativity and innovation: Programming encourages children to think creatively and come up with innovative solutions to problems. Children learn to design and develop software and applications that solve real-world problems in programming courses. They can also experiment with different approaches and develop their own unique solutions.
• Improved academic performance: Studies have shown that learning to code can improve academic performance in other subjects, such as math and science. Programming courses can help children develop logical reasoning skills that can benefit them in many other areas of their education.
• Fosters collaboration: Programming courses often involve group projects, which help children develop teamwork and collaboration skills. These skills are valuable not only in programming but in many areas of life.

If you are an older student, who wishes to transition to a career in technology, enrolling in good programming courses becomes all the more important, due to these reasons:

• Career opportunities: Programming skills are in high demand across a variety of industries, including tech, finance, healthcare, and many more. The coding knowledge and practice that programming courses provide can enhance your job prospects and provide opportunities for career advancement.
• Problem-solving skills: Programming requires logical thinking, breaking down complex problems into smaller, more manageable parts, and finding solutions to those problems. These skills are valuable not only in programming but also in many other areas of work and life.
• Entrepreneurship: Many successful startups have been built on the foundation of programming skills. Learning these skills through comprehensive programming courses can help you develop and launch your own products or services, creating new opportunities for yourself and others.
• Personal growth: Learning programming can be a fulfilling and intellectually stimulating experience that can enhance your personal growth and development. It can also help you stay up to date with the latest technological advancements and trends.
• Automation and Artificial Intelligence: As more industries automate their processes and adopt artificial intelligence, programming skills become increasingly valuable to help create and maintain these systems.

In summary, programming courses are of vital importance to all in today’s world because they provide future job opportunities, digital literacy, encourage creativity, develop logical thinking, and teach a new language. And to that end, it becomes very necessary to choose one or more of the best programming courses that are available online. PurpleTutor is an online learning platform that offers excellent programming courses for all categories of students, according to age and skill level. We invite you to explore these programming courses in detail.

## Which programming courses are offered by PurpleTutor?

PurpleTutor offers programming courses for students falling into the following age groups:

Age group 1 – from 6 to 8 years

Age group 2 – from 9 to 11 years

Age group 3 – from 12 to 15 years

Age group 4 – from 15 years onwards

The details of the courses for students in each age group are given below.

### Age 6 to 8 years (Little Champs Course)

• BASIC PROGRAMMING CONCEPTS – Unplugged activities and puzzles are used to demonstrate and build an understanding of the basic concepts of programming such as commands, sequencing, algorithm, and code
• ADVANCED PROGRAMMING CONCEPTS – Advanced concepts of programming are introduced and explained in the courses. These concepts are used by students in building personalized projects and games.
• BASIC ANDROID APP DEVELOPMENT- The basics of UI/UX design are covered in this course. Students develop simple apps withThunkable.
• ADVANCE ANDROID APP DEVELOPMENT – Students learn the creation of advanced apps such as game apps, quiz apps, etc.
• SCRATCH AND ARTIFICIAL INTELLIGENCE – Through the Scratch programming interface, students undertake a movie-making project and a game project. The basics of Artificial intelligence are covered. Students then learn how to use the machine learning models to create projects in the Scratch platform.
• SPACE TECHNOLOGY: In these courses, they travel virtually to Space by building fascinating games and prototype models based on the concepts of space.

### Age 9 to 11 years (Young Learners Course)

• BASIC PROGRAMMING CONCEPTS – Building an understanding of programming concepts such as commands, sequencing, algorithms, and code through unplugged activities.
• 2D ANIMATION AND GAME DESIGN – Creating beautiful landscapes, and drawings as well as developing animations and interactive games.
• ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable.
• ADVANCED ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
• SCRATCH AND ARTIFICIAL INTELLIGENCE – In this coding course, students learn how to use the Scratch programming interface. The coding classes include  movie-making and game projects. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
• INTRODUCTION TO PYTHON PROGRAMMINGLearning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands
• 3D ANIMATION AND GAME DESIGN – Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
• SPACE TECHNOLOGY – Unravel mysteries of Space by building fascinating games and prototype models based on the concepts of space
• WEB DEVELOPMENT AND CYBER SECURITY – In these coding classes, students will create their own website using HTML commands and style it using CSS. The coding classes in this coding course also explore safe techniques to be followed while working on the internet.
• INTRODUCTION TO DATA SCIENCE Learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Age 12 to 15 years (Early Achievers Course)

• 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT – During these coding classes, the students will learn the drawing commands of JavaScript in the block-based environment and then learn how to create sprites, and manipulate their properties. They will use events to create animations and interactive games.
• INTRODUCTION TO PYTHON PROGRAMMING – During these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
• ADVANCED PYTHON PROGRAMMING – Students will explore advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists, and dictionaries.
• ARTIFICIAL INTELLIGENCE Students are introduced to AI and Machine Learning. They will create voice, image, and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.
• ANDROID APP DEVELOPMENT – The students will explore UI/UX design basics, and design and develop simple apps like language translator, text-to-speech converter, color mixer, etc, using the Thunkable interface.
• WEB DEVELOPMENT – Students will learn how to create webpages using HTML commands and style them using CSS. They will learn how to make websites interactive. Students will make their own personal websites that can be hosted on the internet.
• 3D ANIMATION AND GAME DESIGN – Students will learn the basics of 3d designing in the Roblox studio coding classes. They will create 3d objects, scenes, animations, and a maze game, using commands of the LUA programming script.
• DATA SCIENCE – PYTHON Students will work with Google Sheets and Forms to collect and store data. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. They will learn how to read data from the CSV file and how to visually represent the data using the Python Matplotlib library.
• SPACE TECHNOLOGY – Students will learn to build 3D models and simulations of the functionalities, based on the concepts of space and the technology that is used for it. This coding course offers exposure to Tech-driven projects in 3D.

### Age 15 years onwards (Young Professionals Course)

• PYTHON BASICS – Students will reinforce their knowledge of the core Python programming concepts, during these coding classes. They will get hands-on experience in activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
• PYTHON DATA STRUCTURES – I – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. they will be given the practice to write code on how to manipulate data in these data structures using python functions.
• PYTHON DATA STRUCTURES – II – Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.
• DATA SCIENCE FUNDAMENTALS WITH PYTHON – Students will learn how to import and use the math, random, and statistics Python libraries that are used in Data Science. In these coding classes, they will also learn about Object Oriented Programming and how to apply it.
• DATA SCIENCE WITH PYTHON -Students will learn to apply statistics module functions to data. They will work to organize and manipulate data in arrays, series, and data frames using NumPy. They will also explore the Matplotlib library to represent data using different graphs.
• INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING – Students will be introduced to AI and then explore the applications, limitations, biases, ethics, and future of AI. They will gain an understanding of basic AI terms such as supervised learning, unsupervised learning, deep learning, and neural networks.

## How will students benefit by enrolling in our programming courses?

Here are some ways in which students can benefit by enrolling in our programming courses –

• Comprehensive curriculum: PurpleTutor offers a comprehensive curriculum that covers a wide range of programming languages, from the basics to advanced topics. The platform offers programming courses in languages and technologies such as Python, JavaScript, Roblox with Lua coding, Web development with HTML/CSS/JavaScript, and more.
• Personalized learning: PurpleTutor uses adaptive learning technology that adjusts the pace and difficulty of the courses according to each student’s learning needs. This helps students learn at their own pace and achieve better results.
• Live coding sessions: PurpleTutor offers live coding sessions with experienced instructors, where students can ask questions, get feedback, and interact with other students. This helps students develop a deeper understanding of programming concepts and improve their coding skills.
• Hands-on practice: PurpleTutor provides hands-on practice exercises and projects that help students apply programming concepts to real-world scenarios. This helps students build a strong foundation in programming and develop problem-solving skills.
• Instant feedback: PurpleTutor provides instant feedback to students as they complete programming exercises and quizzes. This helps students identify their strengths and weaknesses and adjust their learning accordingly.
• Career readiness: PurpleTutor’s programming courses are designed to prepare students for careers in the tech industry. The courses provide students with the skills and knowledge they need to pursue jobs as programmers, software developers, and other tech-related careers.
• Flexibility: PurpleTutor offers flexible scheduling, allowing students to learn to program on their own time and at their own pace. Students can access the courses from anywhere in the world, as long as they have an internet connection.

## Course Content, Duration, and Certificate

To view the detailed course content for each course, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Ages 6-8 years (Little Champs Course)

 SL. No. Course Name Duration(hrs) 1,2 BASIC PROGRAMMING CONCEPTS + ADVANCED PROGRAMMING CONCEPTS 30 (10+20) 3, 4 BASIC ANDROID APP DEVELOPMENT + ADVANCE ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 30 6 SPACE TECHNOLOGY 40

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 BASIC PROGRAMMING CONCEPTS 10 2 2D ANIMATION AND GAME DESIGN 20 3,4 ANDROID APP DEVELOPMENT + ADVANCED ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 50 6 INTRODUCTION TO PYTHON PROGRAMMING 20 7 ADVANCE PYTHON PROGRAMMING 30 8 3D ANIMATION AND GAME DESIGN 40 9 SPACE TECHNOLOGY 40 10 WEB DEVELOPMENT AND CYBER SECURITY 40 11 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years(Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT 20 2 INTRODUCTION TO PYTHON PROGRAMMING 20 3 ADVANCED PYTHON PROGRAMMING 30 4 ARTIFICIAL INTELLIGENCE 40 5 ANDROID APP DEVELOPMENT 25 6 WEB DEVELOPMENT 40 7 3D ANIMATION AND GAME DESIGN 40 8 DATA SCIENCE – PYTHON 45 9 SPACE TECHNOLOGY 40

### Ages 15+ years(Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25) 4 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirement

• Most of our programming courses do not need the student to have any coding knowledge before starting the course. The basic concepts are covered at the start of the course, before moving on to advanced topics.
• Students should have a laptop or computer with a webcam and a stable internet connection to take our programming courses.
• For the Data Science programming courses, the student needs to know core Python programming concepts.
• To enroll in the 3D Animation and Game Design course and the Space Tech course for the Age group 12-15 years, the Roblox hardware and OS requirements are mentioned here

1. Does PurpleTutor give a free demo class to the student?
A: Yes. We offer one free demo class which can be booked from the booking link.

2. What are the days and times of the programming courses?
A: The days and times of the online classes are flexible. Any time and any day convenient to the student can be selected.

3. How do I know if a student can follow and keep up with the content covered?
A: The teacher will suggest a learning path after assessing the level of the student in the demo class.

4. Do you give a certificate on completion of any of the online programming courses?
A: Yes. A certificate is awarded to the student on completion of the programming courses.

5. What do you require to learn coding from PurpleTutor?
A: Students should have a laptop or computer with a webcam and a stable internet connection to take our courses.

• For the Data Science programming courses, the student needs to know core Python programming concepts.
• For the other courses, the student does not need any prior coding knowledge
• To enroll in the 3D Animation and Game Design course and the Space Tech course for the Age group 12-15 years, the Roblox hardware and OS requirements

are mentioned here

6. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

27SP_CDNG_CLS

# What is a Core Python Programming Course?

The Python Core course covers the basics of Python programming, including data types, control structures, functions, input/output, file handling, and object-oriented programming concepts. These concepts are the building blocks of Python Core, and students will learn how to use them to develop simple to complex programs.

Python is a versatile language that can be used for a wide range of applications. From web development to scientific computing, Python Core is at the heart of the language’s capabilities. Understanding the core concepts of Python is essential for developing high-quality software and applications.

Whether you are a beginner or an experienced programmer, a Core Python Programming course can help you take your Python skills to the next level. It provides a solid foundation in Python Core concepts and syntax. It is the first step towards becoming a proficient Python developer and mastering the language’s advanced features. PurpleTutor is an online learning platform that has an impressive array of Python courses, including Python Core and Python Advanced, for students of different ages and levels. If you are interested in learning Python or wish to enroll your child in a Python Core course, do take a look at our courses and explore their detailed content.

## What will you learn in our Python Core courses?

Our Python courses are available to students falling into the following age groups:

### Age 9 – 11 Years (Young Learners Course)

This is the Python Core course which is split into 2 parts as follows –

1. INTRODUCTION TO PYTHON PROGRAMMING – Learning Python programming using blocks. Creating drawings and games using Python Turtle Commands
2. ADVANCED PYTHON PROGRAMMING – Students will shift to text-based programming and explore advanced Python concepts such as type casting, string handling, functions, lists, and more.

In addition to the Python Core course, as detailed above, we also have a Python for Data Science course for students of 9 to 11 years.

INTRODUCTION TO DATA SCIENCE – Students are introduced to data science concepts. They learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Ages 12-14 years (Early Achievers Course)

This is the Python Core course which is split into 2 parts as follows –

1. INTRODUCTION TO PYTHON PROGRAMMING – During these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
2. ADVANCED PYTHON PROGRAMMINGStudents will explore advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists, and dictionaries.

In addition to the Python Core course detailed above, PurpleTutor also offers these advanced Python courses for students in the age group of 12-14 years-

1. ARTIFICIAL INTELLIGENCE – Students are introduced to AI and Machine Learning. They will create voice, image, and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.
2. DATA SCIENCE – PYTHON – Students will work with Google Sheets and Forms to collect and store data. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. They will learn how to read data from the CSV file and how to visually represent the data using the Python Matplotlib library.

### Ages 15+ years (Young Professionals Course)

This is what the Python Core course covers for the students of this age group:

1. PYTHON BASICS – Students will learn the core Python programming concepts, during these coding classes. They will get hands-on experience in activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
2. PYTHON DATA STRUCTURES – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. they will be given the practice to write code on how to manipulate data in these data structures using python functions. Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.

In addition to the Python Core course detailed above, PurpleTutor also offers these advanced Python courses for students who are 15 years or above-

1. DATA SCIENCE FUNDAMENTALS WITH PYTHON – Students will learn how to import and use the math, random, and statistics Python libraries that are used in Data Science. In these coding classes, they will also learn about Object Oriented Programming and how to apply it.
2. DATA SCIENCE WITH PYTHON – Students will learn to apply statistics module functions to data. They will work to organize and manipulate data in arrays, series, and data frames using NumPy. They will also explore the Matplotlib library to represent data using different graphs.

## How will students benefit by choosing our Python core courses?

There are several benefits to students who choose to pursue any of our Python core courses such as:

Comprehensive Curriculum: PurpleTutor’s Python core courses cover a comprehensive curriculum that includes all the fundamental concepts of Python programming. Students can expect to learn everything from basic data types to advanced topics such as object-oriented programming.

Experienced Instructors: PurpleTutor’s Python core courses are taught by experienced instructors who have years of experience in the field of Python programming. These instructors bring a wealth of knowledge and practical experience to the classroom, making the learning experience more engaging and effective.

Interactive Learning: PurpleTutor’s Python core courses are designed to be interactive and engaging. Students are encouraged to participate in discussions and exercises, which helps them to understand the concepts better and apply them in practical scenarios.

Hands-on Practice: PurpleTutor’s Python core courses emphasize hands-on practice, with plenty of opportunities for students to write code and solve real-world problems. This approach helps students to develop their programming skills and gain confidence in their abilities.

Flexible Learning: PurpleTutor’s Python core courses are flexible, with online classes that can be taken from anywhere in the world. Students can learn at their own pace and schedule, which makes it easier to balance their studies with other commitments.

Overall, students who choose PurpleTutor’s Python core courses can expect to receive a comprehensive and engaging learning experience that prepares them for a successful career in Python programming. The courses are designed to provide students with the knowledge, skills, and confidence they need to become proficient Python developers.

## Course Content, Duration, and Certificate

To view the detailed course content for each course, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 INTRODUCTION TO PYTHON PROGRAMMING 20 2 ADVANCE PYTHON PROGRAMMING 30 3 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 INTRODUCTION TO PYTHON PROGRAMMING 20 2 ADVANCED PYTHON PROGRAMMING 30 3 ARTIFICIAL INTELLIGENCE 40 4 DATA SCIENCE – PYTHON 45

### Ages 15+ years (Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25)

## Course Requirements

• For the majority of the Python coding courses, there are no coding prerequisites needed, since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online coding classes.
• To take any of the Data Science coding courses directly, the student needs to know core Python programming concepts.

1. Can I get a demonstration first of an online session?
A: Yes, we provide a demo tutorial session.

2. Is the demo tutorial free of cost?
A:  Yes, the demo is free.

3. How can I book the free demo class?
A: You can book the free class from the booking link.

4. What are the days/timing of the training courses?
A: The days and timing of our training courses are flexible. Any time and any day that fits into your child’s schedule can be selected.

5. What is the Python core full course duration?
A: The Python core full course consists of 50 hours. There are 50 sessions in the Python full course. Each session is of one-hour duration.

6. Can my kid understand and learn Python easily?
A: Our Python training is conducted in a way that even a 7-year-old can understand and learn Python easily. Also, Python is a child-friendly language, and it is not difficult to learn Python.

7. What about Python certification? Will my child receive a certificate on completion of the Python course?
A: Your child will get a certificate after completion of the course. The Python certification recognizes the skills the student learned and the level of mastery achieved.

8. What does my child need to know before starting the Python training from PurpleTutor?
A: Your child does not need to know any coding before starting the Python course. We start the Python programming course from the very basics.  Your child simply needs a laptop/computer with a webcam and a stable internet connection, for learning Python with us.

9. Will my child be able to code independently after completion of the course?
A: Yes. Our Python programming courses are designed to build confidence in Python coding by encouraging your child to make projects and games on their own.

10. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

27SP_CDNG_CLS

## How can an HTML CSS JavaScript course help me?

An HTML CSS JavaScript course will teach you how to use HTML to structure the content of a web page, CSS to style the page and make it visually appealing, and JavaScript to add interactivity and functionality to the page. These three technologies are essential for creating modern, responsive, and user-friendly websites that can be accessed from any device.

There are many online courses available that cover these three technologies, and many of them are free. You can also find paid courses that offer more in-depth training and support, such as PurpleTutor’s online Web Development course which is an HTML CSS Javascript course.

The great thing about our HTML CSS Javascript course is that you don’t need any prior experience in web development to get started. This course is designed for beginners who want to learn the basics of web development and start creating their own websites. Our course starts with the basics of design, explains the procedures of website development, and guides students to build a website from scratch.

So, if you’re interested in learning how to create modern and professional-looking websites, do consider taking our HTML CSS Javascript course. With this course, you can gain the knowledge and skills necessary to design and develop websites using the three main technologies of the web: HTML, CSS, and JavaScript. Start your journey today and take your first step towards becoming a web developer!

## What will students learn in our HTML CSS Javascript course?

In PurpleTutor’s HTML CSS JavaScript course, students will learn the basics of HTML, including how to create headings, paragraphs, lists, and links. They will also learn how to use CSS to style these elements, including how to change the font, color, and layout of a web page. And with JavaScript, they will learn how to make clickable buttons, write code for handling events, and create dynamic and interactive elements such as dropdown menus, sliders, and animations.

Students will start building a website at the start of the web design course, on a topic of their choice. Students can choose to create their website about a favorite hobby, a cause they believe in, or any other topic of their interest. This website will grow as the course progresses, with students adding pages to it and applying the concepts that they learn. At the course’s end, the website will be ready to be hosted and used.

This is what students will learn in our HTML CSS Javascript course and what they will implement while building their websites –

• HTML (HyperText Markup Language): the structure and content of a website
• CSS (Cascading Style Sheets): the presentation and styling of a website
• Graphic design: creating and working with visual elements for a website
• User Experience (UX) design: the process of coding for web design and designing a website for a specific purpose.
• Web design principles: creating visually appealing and effective websites
• Project management: Learning to plan, design, and develop a website.
• Cyber security: Learning about cyber crimes and how to stay safe in cyberspace.
• Responsive web design – Creation of websites that adapt to different devices, by providing optimum viewing and usage on different screens.

## Course Content

PurpleTutor offers an HTML CSS JavaScript course designed especially for kids falling in the age group of 9 -11 years.

Name of the course – Web Development and Cyber Security for Young Learners (YL)

Required age of student – 9-11 years

While doing this course online, students explore different websites to understand the elements and design of the websites. They create their personal websites from scratch using HTML commands and style the web pages using CSS. Students learn how to make their pages interesting and attractive, by adding animation, audio, and videos. During the cyber security module, the students will explore the safe techniques to be followed while working on the internet.

You can explore the content for the YL Web Development and Cyber Security course for Ages 9-11 years, here –

 WEB DEVELOPMENT AND CYBER SECURITY Session Concept 1 Exploring websites 2 Introduction to HTML 3 Common Tags in HTML 4 Div Tag and Creating ID & Classes 5 & 6 CSS: Working with text 7 & 8 Links & CSS: Links 9 & 10 Adding & Styling Images 11 Formative Assessment 12 & 13 Working with Lists 14 & 15 Working with Tables 16, 17 & 18 Working with Forms 19 Formative Assessment 20 & 21 Creating a Web Gallery in HTML 22 & 23 Adding MultiMedia in HTML 24 Adding Transformation to web elements 25 Adding Transition to web elements 26, 27 & 28 Adding Animations to web pages 29 Pagination & Footer in web pages 30 Formative Assessment 31 My Online Neighbourhood 32 Online Community and Social media life 33 Private and Personal Information 34 Password Powerup 35 Binary Code 36 & 37 Exploring Encryption & Decryption 38 Phishing for Scams 39 Internet and Cybersecurity Dilemmas 40 Formative Assessment

PurpleTutor also offers an HTML CSS JavaScript course for students falling in the age group of 12-15 years.

Name of the course – Web Development for Early Achievers (EA)
Required age of student – 12-15 years

While learning web design through this HTML CSS Javascript course, students explore different websites to understand the elements and design of websites. They create their personal websites from scratch using HTML commands and style the web pages using CSS. Students learn how to make their pages interesting and attractive, by adding animation, text effects, and clickable buttons which perform an action when clicked. Students learn how to make their web pages dynamic and interactive using JavaScript code. Making the website compatible with different devices through responsive web design is also covered in this course.

You can explore the content for the Web Development for Early Achievers (EA) (Ages 12-15 years) course here –

 WEB DEVELOPMENT Session Concept 1 Exploring websites 2 Introduction to CSS, Basic HTML tags 3 CSS Selectors, Hyperlinks 4 CSS font properties 5 Grouping Elements 6 div and the CSS Box Model 7 Floating Elements 8 Positioning Elements 9 Lists 10 Lists and Hyperlinks 11 Tables 12 Formative Assessment 13 Web Design 14 CSS – Transformations 15 CSS – 3D Transformations and Transitions 16 CSS Transition with Transform 17 & 18 CSS Animation 19 CSS – Text Animation 20 Buttons 21 Formative Assessment 22 & 23 The Flexbox Layout Module 24 Flexing the IPL website and some more CSS Selectors 25 Responsive Web Design – RWD 26 & 27 RWD Media Queries 28 & 29 CSS Grid 30 Formative Assessment 31 JavaScript Overview 32 & 33 DOM Access and Modification 34 & 35 Using JavaScript with HTML Forms 36 & 37 Website hosting 38, 39 & 40 Project Website Completion

## Course Duration and Certificate

The HTML CSS JavaScript course for Ages 9-11 years consists of 40 sessions, each session lasting for an hour. So, the total duration of this web design course is 40 hours.

The HTML CSS JavaScript course for Ages 12-15 years also consists of 40 sessions, each session lasting for an hour. So, the total duration of this web design course is 40 hours.

There will be a certificate awarded to the student on completion of the web design course. The certificate recognizes the skills the student learns and the level of mastery achieved.

## Requirements for the course

• To take our web designing course online, students do not need to have any coding knowledge.
• There are no coding prerequisites since the web design course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our web designing course online.

1. Do you offer a demo class for prospective students?
A: Yes. We offer one free demo class. You can book the free class from the booking link. We encourage you to take the class and assess the experience.

2. Can I choose my own days and times for the course?
A: Yes. The days and times of the web design course are flexible. You can select any time and any day that suits your child’s study timetable.

3. How do I know if learning web design is easy for my child?
A: The teachers assess the level of the student in the demo class and then will give the suggestion of whether to go ahead with the web designing course online.

4. Is there any certificate given after completion of the course?
A: Your child will get a certificate after completion of the course. The certificate recognizes the skills the student learns and the level of mastery achieved.

5. What do you require to learn coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our web designing course online

6. What are the courses that PurpleTutor offers?
Apart from Web Development, PurpleTutor provides cutting-edge courses to make students future-ready. We have courses on – Python Programming, JavaScript, Artificial Intelligence and Machine Learning, Data Science, App development, Space Tech & Roblox Games. We offer Math courses too. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

8SP_LWEB_DSN

## Significance of Class 10 Math

In light of this, Class 10 Math becomes a vitally important subject. Mathematics is a high-scoring subject, and students can enhance their overall performance, by excelling in their Class 10 Math exam.

## What is the Class 10 Math content?

The specific content of Class 10 Math varies depending on the education system and curriculum followed. Here are the common topics covered in Class 10 Math:

1. Real Numbers: Euclid’s division lemma, fundamental theorem of arithmetic, irrational numbers, rationalizing the denominator.
2. Ratios, Rates, and Proportions: Working with ratios and equivalent ratios, solving problems on proportion. Finding rates and unit prices.
3. Indices: Understanding exponents and performing arithmetic operations using exponents.
4. Polynomials: Zeros of a polynomial, relationship between zeros and coefficients, division algorithm for polynomials.
5. Pair of Linear Equations in Two Variables: Pair of linear equations in two variables and graphical method of their solution, algebraic methods of solving a pair of linear equations, elimination method, substitution method.
6. Quadratic Equations: Standard form of a quadratic equation, roots of a quadratic equation, the relationship between roots and coefficients, quadratic formula, nature of roots.
7. Sequences: AP, GP, and HP, nth term, the sum of the first n terms of a series
8. Triangles: Similar triangles, criteria for similarity of triangles, basic proportionality theorem, Pythagoras theorem, the converse of Pythagoras theorem.
9. Coordinate Geometry: Distance formula, section formula, area of a triangle.
10. Trigonometry: Introduction to Trigonometry, Trigonometric ratios, trigonometric identities, heights, and distances.
11. Circles: Tangent to a circle, number of tangents from a point on a circle, chords of a circle, the angle subtended by an arc at a point.
12. Constructions: Division of a line segment, construction of tangent to a circle, construction of triangles and quadrilaterals.
13. Mensuration: Area and perimeter of 2D figures. Surface area and volume of solids.
14. Statistics: Measures of central tendency –  mean, median, and mode. Measures of dispersion – Variation and standard deviation, Graphical representation of data through histograms and ogive curves.

## The best way to learn Class 10 Math

We know that learning Math is a cumulative process. The concepts absorbed by school students in the beginner and intermediate stages of learning Math, from grades 1 to 9, build the foundation for Class 10 Math.

So often, it is found that Class 10 Math students make errors when applying certain concepts, learned in the lower grades. This is because they are hazy on the fundamentals. The problem lies in the lack of understanding. Mathematics is not just about numbers, equations, computations, or algorithms –  it is about understanding.

The Class 10 Math content needs to be covered in a two-fold way: learning and understanding new concepts and deepening the understanding of the basic concepts needed to learn these. It is only then that the student will have conceptual clarity and the confidence and ability to solve diverse problems related to a topic.

For example – In Class 10, students learn about Quadratic Equations, which are equations in which the variables are raised to the power of two. To solve Quadratic Equations, students use a variety of techniques such as factoring, completing the square, and using the quadratic formula.

However, the fundamental principles of Algebra learned in earlier grades, such as the distributive property, simplification of expressions, and solving linear equations, are essential for solving Quadratic Equations. Without a solid foundation in Algebra, students may find it challenging to understand and solve Quadratic Equations effectively.

This is why it becomes essential for a Math course to briefly review the basic concepts as well. A comprehensive Class 10 Math course will ensure students understand the basics well before progressing to new complex topics. This is where we at PurpleTutor can help students of Class 10 Math.

## What is PurpleTutor and how can it help students prepare for Class 10 Math?

PurpleTutor is an online learning platform that conducts tutoring sessions for multiple courses in Math and Coding. PurpleTutor provides comprehensive courses and resources to help students prepare for Class 10 Math. We offer a personalized learning experience to students with features like interactive online sessions, practice quizzes, and assessments.

Some ways in which PurpleTutor can help students prepare for Class 10 Math are:

Comprehensive Coverage: PurpleTutor covers the entire Class 10 Math syllabus, including all the topics mentioned earlier. It provides detailed explanations, examples, and practice exercises to help students understand each concept thoroughly.

Interactive Online Sessions: PurpleTutor’s online sessions are interactive and engaging, conducted by expert and dedicated tutors. The tutors explain each concept in a simple and easy-to-understand manner, making it easier for students to grasp difficult concepts.

Practice Exercises and Quizzes: PurpleTutor provides a wide range of practice exercises and quizzes for each topic, helping students build confidence and improve their Math skills. The platform also provides instant feedback on each exercise, allowing students to identify their mistakes and correct them.

Virtual Math Manipulatives and Activities – The learning of abstract complex concepts becomes easier for students when they experiment and practice with the online math manipulatives as demonstrated by their tutor in the sessions.

24/7 Access: PurpleTutor is accessible 24/7, allowing students to learn Math at their own pace and convenience. This makes it ideal for students who have busy schedules and cannot attend regular classes.

Overall, PurpleTutor is an excellent resource for students preparing for Class 10 Math.

## Detailed Course Content and Duration

You can explore the detailed content of our Class 10 Math courses here :

Course Duration
Grade 10-Math-India (CBSE and ICSE) 150 hours View Details
Grade 10-Math-UK (IGCSE) 200 hours View Details
Grade 10-Math-US (CCSS) 200 hours View Details

1. What are the topics in class 10 Math?
A. The topics are Real Numbers, Polynomials, Pair of Linear Equations in Two Variables, Quadratic Equations, Sequences, Triangles, Coordinate Geometry, Trigonometry, Applications of Trigonometry, Circles, Mensuration, Relations and Functions, Vectors, Statistics, and Probability.

2. Is Class 10 Math Easy?
A. Class 10 Math usually involves a lot of problem-solving and application of concepts to real-world situations. This can be challenging for some students, as they need to be able to apply their Math knowledge to a variety of contexts and scenarios. However, with practice and proper guidance such as PurpleTutor’s online courses, Class 10 Math can be mastered.

3. Will I get personal attention in the Math online classes?
A. Yes, our online batches are limited to one student only. So, you will get the complete attention of the tutor.

4. Will I get enough practice in the Math online classes?
A. PurpleTutor provides plenty of worksheets and assignments on all course topics in addition to textbook exercises. So, yes, you will get sufficient practice.

5. Which international textbooks should I refer to for Class 10 Math?
A. The international textbooks that you should refer to for Class 10 Math will depend on the curriculum you are studying. Here are some popular international textbooks that cover the Class 10 Math syllabus:

• Mathematics for Cambridge IGCSE: Core and Extended, Second Edition by David Rayner (Cambridge International Examinations)
• MathLinks 10 by McGraw-Hill Education (International Baccalaureate)
• Mathematics: A Complete Course with MyMathLab Global, 2nd Edition by Raymond Toolsie (Pearson International)
• Oxford International Math for the Middle Years: Course 4 by David Capewell, Ian Bettison, and Mala Kumar (Oxford University Press)

6. Do you conduct tests and mock exams?
A. At the end of every topic, an assessment is done of the student’s understanding of the concepts.

7. Will taking online classes for class 10 Math be better than in-person Math coaching classes?
A. The choice between online classes and in-person coaching classes depends on your personal preferences, learning style, and availability. You may also want to consider factors such as the quality of the teaching, the level of support provided, and the cost of the classes when making your decision.

8. What is the prerequisite for enrolling in the class 10 Math online course?
A. Before enrolling in a Class 10 Math online course, it is recommended that students have completed Class 9 Math and have a good grasp of the following topics: Real Numbers, Polynomials, Linear Equations in Two Variables, Quadrilaterals, Triangles, and Coordinate Geometry.

38MATH_CRS

## NCERT Solutions for Class 9 Math

In class 9 Math, students are introduced to complex concepts and equations that require them to apply logical reasoning and critical thinking skills. They are expected to understand and solve problems involving various mathematical operations as well as more advanced concepts such as Quadratic Equations, the Pythagorean theorem, and Trigonometric Ratios.

The textbook prescribed by the Central Board of Secondary Education – CBSE for its class 9 Math students is the NCERT textbook. Students can also refer to the NCERT Solutions for Class 9 Math book.

## What are the NCERT Solutions for Class 9 Math?

NCERT (National Council of Educational Research and Training) Solutions for Class 9 Math are a set of comprehensive solutions designed to help students studying Mathematics in Class 9. These solutions are prepared by subject matter experts and are designed to provide a clear and concise understanding of the concepts covered in the CBSE (Central Board of Secondary Education) syllabus.

The NCERT Solutions for Class 9 Math provide step-by-step explanations and solutions to all the exercises and problems given in the NCERT textbook. The solutions are presented in a simple and easy-to-understand language, making it easier for students to comprehend and apply the concepts.

The NCERT Solutions for Class 9 Math cover all the topics mentioned in the CBSE syllabus for class 9, including number systems, algebra, geometry, trigonometry, and statistics. They are an excellent resource for students preparing for class 9 Math exams, as they help students to practice and reinforce their understanding of the concepts covered in the textbook.

NCERT Solutions for Class 9 Math are available online for free and can be accessed by students at any time, from anywhere, making them a convenient and easily accessible resource.

## What is the content covered by NCERT Solutions for Class 9 Math?

The NCERT Solutions for Class 9 Math provides detailed explanations, solved examples, and practice problems to help students understand and master these topics. They are designed to align with the CBSE (Central Board of Secondary Education) curriculum and are considered a valuable resource for students preparing for class 9 math exams.

Here are the chapters as given in the NCERT Solutions for Class 9 Math as per the NCERT textbook –

NCERT Solutions for Class 9 Math Chapters:

1. Number Systems
2. Polynomials
3. Coordinate Geometry
4. Linear Equations in Two Variables
5. Introduction to Euclid’s Geometry
6. Lines and Angles
7. Triangles
9. Areas of Parallelograms and Triangles
10. Circles
11. Constructions
12. Heron’s Formula
13. Surface Areas and Volumes
14. Statistics
15. Probability

## How can students achieve success in Class 9 Math?

To succeed in Class 9 Math, students should try to understand the underlying concepts and not just memorize formulas or equations. Practice is also crucial, and students should try to solve as many problems as possible on their own, to develop their problem-solving skills, taking help from the NCERT Solutions for Class 9 Math.

There are many resources available to help students learn and practice math, including textbooks, the best online tutorials such as PurpleTutor, and practice problems. Students can also seek help from their teachers, tutors, or classmates if they’re struggling with a particular concept.

Overall, with dedication, hard work, and a positive attitude, students can excel in class 9 math and set themselves up for success in higher-level math courses.

## How can PurpleTutor help a student to excel?

PurpleTutor is an online learning platform that offers a wide range of Coding and Math courses PurpleTutor provides the educational resources of one-to-one tutoring, practice exercises, course material, and assessments.

PurpleTutor can be highly beneficial for students who want to excel in Class 9 Math. Here are some ways in which our online math classes can help a student to excel:

• Convenience and Flexibility: Our online math classes provide students with the flexibility to learn at their own pace and on their schedule. Students can access class materials and attend sessions from anywhere with an internet connection, which can help them better manage their time and fit studying around their other commitments.
• Personalized Learning: Our online math classes can be customized to meet the needs of individual students. We provide personalized learning plans based on the student’s level of understanding of the subject, allowing them to focus on areas where they need improvement.
• Access to Resources: We offer students access to a wide range of resources such as virtual math manipulatives,  math games, and course material. Students can use these resources to reinforce what they have learned in class and to practice problem-solving skills.
• Interactive Learning: Our tutors use interactive tools such as virtual whiteboards, online quizzes, and games, which can make learning more engaging and enjoyable. This can help students stay motivated and retain information better.
• Feedback and Support: We provide students with regular feedback and support from teachers or tutors. This feedback can help students identify areas where they need to improve and adjust their learning strategies accordingly.

Overall, PurpleTutor can be a valuable resource for students looking to excel in Class 9 Math CBSE. By providing high-quality educational resources and personalized learning opportunities, PurpleTutor can help students improve their understanding of Math and achieve their academic goals.

## Course content and duration

Duration – The idea is to support students over the entire year leading upto exams. The teachers would cover each topic with regular assessments to ensure the students understanding of a topic and in the end move towards a desired result. The course consists of 150 sessions/classes. Each session is of one-hour duration. Therefore, the total course duration is 150 hours.

1. What are the topics in class 9 Math for the CBSE exam?
A. There are 15 chapters in all. These are Number Systems, Polynomials, Coordinate Geometry, Linear Equations in Two Variables, Introduction to Euclid’s Geometry, Lines and Angles, Triangles, Quadrilaterals, Areas of Parallelograms and Triangles, Circles, Constructions, Heron’s Formula, Surface Areas, and Volumes, Statistics and Probability.

2. Is Class 9 Math Easy?
A. The level of difficulty of Class 9 Math depends on the student’s strengths, weaknesses, and preparation. Regular practice, seeking help from teachers, and solving past papers can all help to make Class 9 Math easier to understand and master.

3. How can I get full marks in my final Math exam?
A.You need to make a regular study schedule and start studying right from the start of your course. Review the material covered in the course as soon as possible, and practice as much as you can. Do not hesitate to clarify doubts with your teacher.

4. Which are the important topics in class 9 Math?
A. It is essential to have a good understanding of all the topics as they form the foundation of higher-level mathematics. All topics are equally important.

5. Will I get personal attention in the Math online classes?
A. Yes, our batch size is limited to one student only, so you will have the undivided and total attention of your tutor.

6. Will I get enough practice in the Math online classes?
A. You will get sufficient practice since we provide plenty of worksheets and assignments on all course topics in addition to textbook exercises.

7. Which textbook should I refer to for CBSE Class 9 Math apart from NCERT Solutions for Class 9 Math?
A. Apart from NCERT Solutions for Class 9 Math, there are several other textbooks that you can refer to for CBSE Class 9 Math. Here are some options:

RD Sharma

Mathematics for Class 9 by R S Aggarwal

Together with Mathematics for Class 9 by Rachna Sagar

Pearson IIT Foundation Mathematics for Class 9

Oswaal CBSE Question Bank Class 9 Mathematics

8. Do you also do revisions of chapters once the course is completed?
A. Yes, we do. Doing revisions of chapters once the course is completed is an important step in the learning process that can help the students to retain the information better, identify any gaps in their understanding, and prepare them for exams.

9. Do you conduct tests and mock exams?
A. At the end of every topic, an assessment is done of the student’s understanding of the concepts.

10. What is the prerequisite for enrolling in the class 9 Math online course?
A. Before enrolling in a Class 9 Math online course, it is recommended that students have completed Class 8 Math and have a good grasp of the following topics: Real Numbers, Algebraic Expressions and Identities, Linear Equations, and Linear Inequalities, Quadrilaterals, Understanding 3D Shapes, Data Handling, Introduction to Euclid’s Geometry.

38MATH_CRS

## What is the syllabus of NCERT Solutions for class 10 math- Central Board of Secondary Education (CBSE)?

However, there are some differences between the CBSE Math curriculum for Class 9 and Class 10. In Class 10, the focus is more on advanced concepts and problem-solving skills, and the difficulty level of the questions is also higher compared to Class 9. Some new topics, such as trigonometry, and quadratic equations are also introduced in Class 10.

The National Council of Educational Research and Training (NCERT) revised the NCERT Solutions for class 10 math textbook for 2022-2023, and 2023-2024 as a part of a rationalization exercise. This reduction in the content load has been done to give relief to students as Covid-19 created a learning loss as well as a time loss.

Here are the chapters as given in the NCERT textbook for Class 10 Math, according to the rationalized (new) syllabus prescribed by the NCERT.

## CBSE NCERT Solutions for class 10 math chapters

1. Real Numbers
2. Polynomials
3. Pair of Linear Equations in Two Variables
5. Arithmetic Progressions
6. Triangles
7. Coordinate Geometry
8. Introduction to Trigonometry
9. Some Applications of Trigonometry
10. Circles
11. Areas Related to Circles
12. Surface Areas and Volumes
13. Statistics
14. Probability

## What are the details of the CBSE class 10 math board exam?

These are the details of the NCERT Solutions for class 10 mathematics board exam, that you need to know:

 Full Exam Name Central Board of Secondary Education Class 10th Examination Conducting Body Central Board of Secondary Education Exam date The exam is held once a year, in the month of March Exam duration The duration of the written exam is 3 hours. Maximum marks The exam paper is set for a total of 80 marks, with an additional 20 marks kept for internal assessment. Marking scheme The examination will have 30 questions divided into four sections. There will be questions for 1, 2, 3, and 4 marks. The paper has questions of objective, short answer, and descriptive types. There is no negative marking for incorrect answers. Internal assessment The internal assessment consists of 20 marks and is conducted by the school. It includes periodic tests, notebook submissions, and subject enrichment activities. Syllabus The exam is based on the CBSE NCERT Solutions for class 10 mathematics syllabus, which covers topics such as Algebra, Trigonometry, Geometry, Mensuration, and Statistics. Eligibility criteria The student must have passed the class 9 examination from a school recognized by or affiliated to the CBSE or any other recognized board.

## Can NCERT Solutions for class 10 math be taught online? How is an online course for NCERT Solutions for class 10 math conducted?

NCERT Solutions for class 10 math can definitely be taught online, provided the course is well-designed, and the students have access to the necessary technology and resources. In fact, online Math courses offer several advantages such as flexibility, convenience, and access to high-quality education regardless of geographical location. By opting for an online Math course instead of offline coaching centres, students of class 10 will save their precious time spent traveling to these centres.

An online Math course for Class 10 is designed to provide students with the same quality of education as a traditional classroom setting. The course content is delivered through online tutors, ebooks, interactive online quizzes, and assignments.

Here are some of the features of an online NCERT Solutions for class 10 math course :

• Online textbooks: Online textbooks offer the convenience of accessing study materials from anywhere, anytime, and usually include interactive features such as practice problems and quizzes.
• Practice problems and quizzes: Online courses offer a variety of practice problems and quizzes to help students assess their understanding of the material and practice problem-solving skills.
• Feedback and support: Most online Math courses offer personalized feedback and support from teachers to help students stay on track and address any questions or difficulties they may encounter.

## How important is it to do well in the NCERT class 10 math final exam?

Scoring well in the CBSE NCERT class 10 math board exam is of vital importance to students  for these reasons:

• College admissions: Many colleges and universities consider the Class 10 board exam result as one of the criteria for admission. Scoring well in Mathematics can improve a student’s chances of getting into a good college or university.
• The basis for higher studies: Mathematics is a fundamental subject that forms the basis of many other subjects in higher education, such as science and engineering. A good foundation in Mathematics at the Class 10 level can help students better understand and excel in these subjects in the future.
• Career opportunities: Many career options require a strong understanding of Mathematics, such as engineering, architecture, data analysis, economics, and finance. Scoring well in Mathematics can open up more career opportunities for students.
• Confidence boost: Doing well in the NCERT class 10 mathematics board exam can boost a student’s confidence and self-esteem, leading to better overall academic performance.

Therefore, students need to take their NCERT class 10 mathematics board exam seriously and strive to do well in it. We, at PurpleTutor, feel that we can help students to prepare well, learn in an optimum and stress-free way, and maximize their performance in this exam.

## How PurpleTutor can help students excel in NCERT Solutions for Class 10 Math

PurpleTutor is an online learning platform that offers a wide range of Coding and Math courses that provide the educational resources of one-to-one tutoring, practice exercises, course material, and assessments.

This is how PurpleTutor can help a student excel in their NCERT class 10 math CBSE exam –

• Expert tutoring: PurpleTutor offers an online course for NCERT Solutions for class 10 math which comprehensively covers all the topics prescribed in the CBSE syllabus for NCERT Solutions for class 10 math. These lessons are taught by patient and dedicated experts in the field who can help students understand difficult concepts and solve problems step-by-step.
• Practice exercises: PurpleTutor offers a large number of practice exercises that allow students to apply the concepts they have learned and receive immediate feedback. These exercises are designed to help students improve their problem-solving skills and build their confidence in Math.
• Personalized learning: PurpleTutor uses adaptive technology to personalize learning based on a student’s performance. The platform can identify areas where a student is struggling and provide additional practice exercises and tutoring lessons to help them improve.
• Accessibility: PurpleTutor is accessible to students from anywhere with an internet connection, making it an ideal tool for students who are unable to attend traditional classes.
• Track progress: Regular and rigorous assessments are conducted during the progression of the course, with the feedback being discussed with the student and parents. This helps the students and their tutors to track their progress over time, which in turn helps them identify areas of strength and weakness, and adjust their study habits accordingly.

Overall, PurpleTutor can be a valuable resource for students looking to excel in NCERT Solutions for class 10 math CBSE. By providing high-quality educational resources and personalized learning opportunities, PurpleTutor can help students improve their understanding of Math and achieve their academic goals.

## Course content and duration

Duration – The course consists of 150 sessions/classes. Each session is of one-hour duration. Therefore, the total course duration is 150 hours.

1. What are the topics in NCERT Solutions for class 10 math for the CBSE exam?
A. There are 14 chapters in all. These are Real Numbers, Polynomials, Pair of Linear Equations in Two Variables, Quadratic Equations, Arithmetic Progressions, Triangles and Coordinate Geometry. Introduction to Trigonometry, Some Applications of Trigonometry, Circles, Areas Related to Circles, Surface Areas and Volumes, Statistics, and Probability.

2. Is NCERT Solutions for class 10 math easy?
A. The level of difficulty of NCERT Solutions for class 10 math depends on the individual student’s strengths, weaknesses, and preparation. Regular practice, seeking help from teachers, and solving past papers can all help to make NCERT Solutions for class 10 math easier to understand and master.

3. How can I get full marks in my final Math exam?
A. Don’t wait until the last minute to start studying. Begin reviewing the material covered in the course as soon as possible, and make a study schedule to keep yourself on track. Practice as much as you can.

4. Which are the important topics in NCERT Solutions for class 10 math?
A. It is essential to have a good understanding of all the topics as they form the foundation of higher-level mathematics. All topics are equally important.

5. Will solving past NCERT Solutions for class 10 math question papers be helpful?
A. Solving past papers can give you an idea of the exam pattern, the types of questions asked, and the marking scheme. You can improve your speed and accuracy. It also helps you to manage your time better during the exam.

6. Is 10th Math easier than 9th Math?
A. NCERT Solutions for class 10 math is built on the syllabus of Class 9 Math, most of the syllabus of Class 10 is just an extension of the topics in Class 9 Math. If a student has understood class 9 Math well and has done sufficient practice in solving problems of class 9 Math, he/she can easily comprehend NCERT Solutions for class 10 math. This will become easy to learn and implement.

7. Will I get personal attention in the Math online classes?
A. Yes, our batch sizes are limited , so you will have the undivided and total attention of your tutor.

8. Will I get enough practice in the Math online classes?
A.PurpleTutor provides plenty of worksheets and assignments on all course topics in addition to textbook exercises. So, yes, you will get sufficient practice.

9. Which textbooks should I refer to for CBSE NCERT Solutions for class 10 math?
A. For CBSE NCERT Solutions for class 10 math, the NCERT textbook is the primary reference book recommended by the Central Board of Secondary Education (CBSE). Apart from the NCERT textbook, there are several other reference books available in the market that can help students, such as:

RD Sharma Mathematics for Class 10 by RD Sharma

Mathematics for Class 10 by R.S. Aggarwal

Together with Mathematics for Class 10 by Rachna Sagar Publications

Xam Idea Mathematics for Class 10 by VK Global Publications

10. Do you review important topics from class 9 Math that are necessary for NCERT Solutions for class 10 math?
A. Yes, we review important topics from Class 9 Math that are necessary for NCERT Solutions for class 10 math, to ensure that students have a strong foundation before moving on to the more advanced concepts in NCERT Solutions for class 10 math.

11. Do you also do revisions of chapters once the course is completed?
A. Yes, we do. Doing revisions of chapters once the course is completed is an important step in the learning process that can help the students to retain the information better, identify any gaps in their understanding, and prepare them for exams.

12. Do you conduct tests and mock exams?
A. At the end of every topic, an assessment is done of the student’s understanding of the concepts.

13. Will taking online classes for NCERT Solutions for class 10 math be better than in-person Math coaching classes?
A. The choice between online classes and in-person coaching classes depends on your personal preferences, learning style, and availability. You may also want to consider factors such as the quality of the teaching, the level of support provided, and the cost of the classes when making your decision.

14. What is the pre-requisite for enrolling in the NCERT Solutions for class 10 math online course?
A. Before enrolling in a NCERT Solutions for class 10 math online course, it is recommended that students have completed Class 9 Math and have a good grasp of the following topics: Real Numbers, Polynomials, Linear Equations in Two Variables, Quadrilaterals, Triangles, Coordinate Geometry.

38MATH_CRS

## Maths Tutors

The best math tutors in Ireland offer a diverse range of courses to suit the needs of students in primary and secondary school. With experienced instructors, students receive the guidance and support necessary to build a strong foundation in mathematics and achieve success in their exams.

## Integrated Math

Integrated math courses combine various mathematical concepts to provide a holistic learning experience. The best math tutors in Ireland will offer integrated math courses that cover algebra, geometry, and statistics, among other topics, ensuring students have a well-rounded understanding of mathematics.

## Discrete Maths

Discrete maths is a crucial subject for students interested in computer science or related fields. The best math tutors in Ireland will ensure that students grasp essential concepts like graph theory, combinatorics, and algorithms.

## Algebra

Algebra is a fundamental subject in mathematics, and the best math tutors in Ireland will provide comprehensive courses that cover topics like linear equations, polynomials, and quadratic functions, ensuring a strong foundation for more advanced math subjects.

## Calculus

Calculus is an essential subject for students pursuing advanced math or science courses. The best math tutors in Ireland will offer courses that cover concepts such as limits, derivatives, and integrals, providing a solid foundation in this advanced subject.

## Trigonometry

Trigonometry is crucial for students looking to excel in advanced math and science courses. The best math tutors in Ireland will offer lessons on sine, cosine, and tangent functions, as well as their real-world applications.

## Differential Calculus

Differential calculus is a branch of calculus that focuses on rates of change. The best math tutors in Ireland will provide in-depth lessons on topics like derivatives, tangent lines, and optimization problems.

## Integral Calculus

Integral calculus deals with the accumulation of quantities and the area under curves. The best math tutors in Ireland will cover integral concepts, helping students master this essential calculus topic.

## Primary School Maths

Primary school math tutors in Ireland focus on developing students’ foundational math skills, covering topics such as counting, addition, subtraction, multiplication, and division. The best math tutors in Ireland will ensure that students have a solid understanding of these concepts, paving the way for success in secondary school

### Maths for 1st Class

In 1st Class, the best math tutors in Ireland will focus on introducing basic math concepts like counting, addition, and subtraction through engaging and interactive lessons tailored for young learners.

### Maths for 2nd Class

In 2nd Class, the best math tutors in Ireland will build on foundational skills, introducing concepts like place value, measurement, and basic geometry.

### Maths for 3rd Class

In 3rd Class, the best math tutors in Ireland willcover topics like multiplication, division, fractions, and more, ensuring students have a solid foundation in elementary mathematics.

### Maths for 4th Class

For 4th Class students, the best math tutors in Ireland will delve into topics like long division, decimals, and more advanced geometry concepts, preparing students for the challenges of secondary school math.

### Maths for 5th Class

In 5th Class, the best math tutors in Ireland will focus on fractions, decimals, percentages, and early algebra concepts to further develop students’ mathematical skills.

### Maths for 6th Class

As students enter 6th Class, the best math tutors in Ireland will focus on pre-algebra, ratio and proportion, and more advanced geometry concepts, ensuring a smooth transition to secondary school math.

## Secondary School Maths

For secondary school students, the best math tutors in Ireland will offer comprehensive courses covering a wide range of topics, such as algebra, geometry, trigonometry, and calculus. These tutors will provide the necessary support to help students excel in their Junior and Leaving Certificate exams.

### Maths for 1st Year

In 1st Year, students will benefit from math tutors who cover algebraic expressions, linear equations, and probability, among other topics, as they continue to build their mathematical foundation.

### Maths for 2nd Year

For 2nd Year students, the best math tutors in Ireland will delve deeper into algebra and geometry, introducing concepts like quadratic equations, Pythagorean theorem, and transformations.

### Maths for 3rd Year

In 3rd Year, students will benefit from math tutors who cover advanced algebra, trigonometry, and coordinate geometry, providing a strong foundation for the Junior Certificate exams.

### Maths for Transition Year (4th Year)

During Transition Year, the best math tutors in Ireland will focus on consolidating students’ mathematical knowledge, preparing them for the challenges of the Leaving Certificate exams, and ensuring they have a strong foundation in key topics.

In conclusion, the best math tutors in Ireland provide a wide range of courses tailored to students aged 6-18 and the Irish education system. By choosing live classes with experienced teachers and instructors, you can ensure your child receives the personalized attention and support they need to excel in mathematics. Explore the variety of grade-specific courses available and help your child build a strong foundation in this essential subject.

1. Is there a free demo class?]
A: Yes. At PurpleTutor, we give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. What are the fees and charges?
A: We suggest you take a complimentary trial class and discuss the requirements with our teachers and counsellors. Once this is done, the requirement can be finalized and subsequently the pricing.

4. Do you follow the school curriculum?
A. Yes, of course we do! We cover the entire grade curriculum in an average of 100 -200 hours that are spread over one academic year. Some children may take less than or more than 100 hours for the same, so the duration is customized as per the individual requirement.

5. What do you require for learning Maths from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection.

6. Do you have assessments during the course?
A. Yes, we assess the student periodically during the progress of classes and give feedback on the student’s performance.

7. What about worksheets & practice problems?
A. Yes, for each grade we have a number of worksheets and practice problems that we make available to the students. Our method teaching ensures conceptual understand while changing context of the problem.

8. Do you provide after-school & homework support?
A. Yes, depending on the requirements, our instructors ensure that the students’ needs are addressed to.

9. Will you prepare my child for exams?
A. Yes, if needed by the student we will take extra sessions to prepare the child for the exams.

10. What certificate will my child get? Will my child get any certificate after completing the course?
A. The student gets a course completion certificate from PurpleTutor after completing the course for the grade he/she has registered for. Our courses and certificates are accredited by STEM.org which is a STEM education research and credentialing organization in USA.

11. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We offer maths courses across the grades from elementary school to high school. Our teachers are vetted through stringent checks to ensure teaching quality levels are very high.

We also have coding courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class.

37BST_CRS

# Best Math Classes in India: A Comprehensive Guide for Parents and Students

## Online Maths Tutors Near Me

Finding the best math classes in India is now easier than ever with the availability of online platforms. Live classes offer the advantage of real-time interaction with experienced teachers and instructors who can provide personalized attention and support for your child. These online classes can be accessed from the comfort of your home, making it convenient for both parents and students.

## Math Boards in India

There are several math boards in India, including CBSE, ICSE, and State Boards. The best math classes in India are familiar with these different curriculums and offer tailored courses to cater to the needs of students from various educational backgrounds. Whether your child is following the CBSE, ICSE, or a State Board curriculum, these classes provide comprehensive lessons covering all essential topics.

## Geometry

Geometry is an important branch of mathematics that deals with shapes, sizes, and properties of space. The best math classes in India offer in-depth lessons on various geometry topics, such as lines, angles, polygons, and circles. These classes use engaging teaching methods to help students build a strong foundation in this essential subject, ensuring they are well-prepared for more advanced mathematics courses.

## Algebra

Algebra forms the basis of many mathematical concepts and is crucial for students to master. The best math classes in India provide comprehensive lessons on algebraic topics, such as linear equations, quadratic equations, and polynomials. By offering a range of learning resources, including practice problems, interactive lessons, and personalized support, these classes help students build the necessary skills and confidence to excel in algebra.

## Calculus

Calculus is a vital subject for students pursuing higher education in mathematics or related fields. The best math classes in India offer courses in calculus, covering key concepts such as limits, continuity, differentiation, and integration. These classes ensure that students have a deep understanding of the underlying principles and are well-equipped to tackle more complex problems.

## Differential Calculus

Differential calculus focuses on the study of rates at which quantities change. The best math classes in India provide detailed lessons on differential calculus, covering topics like derivatives, rules of differentiation, and applications. By offering a combination of in-depth lessons, practice problems, and personalized guidance, these classes help students develop the skills needed to succeed in this challenging subject.

## Trigonometry

Trigonometry deals with the study of relationships between angles and lengths of triangles. The best math classes in India offer courses in trigonometry, focusing on sine, cosine, tangent, and their applications. These classes provide engaging lessons and practice problems that help students gain a strong foundation in this important branch of mathematics.

## Math Classes in Mumbai

Mumbai is home to numerous exceptional math classes that cater to the diverse needs of students. The best math classes in Mumbai offer personalized lessons and support, ensuring that students receive the targeted guidance they need to excel in their mathematics education. These classes cover a wide range of topics, from basic arithmetic to advanced calculus, catering to students of all ages and skill levels.

## Math Classes in New Delhi

New Delhi, the capital of India, boasts a plethora of skilled math classes. The best math classes in New Delhi provide comprehensive courses that cover essential topics and concepts, from number systems and geometry to algebra and trigonometry. By offering personalized support and a variety of learning resources, these classes help students build the necessary skills and confidence to excel in their math education.

## Math Classes in Kolkata

Kolkata offers a variety of high-quality math classes to help students master essential concepts and skills. The best math classes in Kolkata provide comprehensive lessons and personalized support, ensuring that students receive the guidance they need to excel in their mathematics education. These classes cover a wide range of topics, including arithmetic, algebra, geometry, and trigonometry, catering to students of all ages and skill levels.

## Math Classes in Bangalore

Bangalore is known for its excellent educational institutions, and math classes are no exception. The best math classes in Bangalore offer a wide range of courses that cater to the diverse needs of students, covering topics such as arithmetic, algebra, geometry, and trigonometry. With personalized support and a variety of learning resources, these classes help students build the necessary skills and confidence to excel in their math education.

## Math Classes in Chennai

Chennai is home to numerous outstanding math classes that cater to the needs of students at various levels of their education. The best math classes in Chennai provide comprehensive lessons on a range of topics, from basic arithmetic to advanced calculus. By offering personalized guidance and engaging learning resources, these classes help students develop the skills required to excel in their mathematics education.

## Best Math Classes in India for Different Grades

### Maths for Class 1

In Class 1, the best math classes in India focus on building a strong foundation in basic arithmetic, including number recognition, counting, addition, and subtraction. They also introduce students to basic shapes, patterns, and measurements. These classes use fun and interactive teaching methods to engage young learners and ensure they develop a love for mathematics from an early age.

### Maths for Class 2

For Class 2, the best math classes in India expand on the basic arithmetic concepts taught in Class 1, introducing more advanced addition and subtraction problems. They also cover topics like multiplication, division, and simple fractions. Students learn to work with larger numbers and become more familiar with patterns, shapes, and measurements.

### Maths for Class 3

In Class 3, the best math classes in India help students develop a deeper understanding of arithmetic operations, including multiplication and division. They introduce concepts like place value, fractions, and decimals, as well as more advanced topics in geometry, such as perimeter and area. These classes ensure that students have a strong foundation in these essential subjects, preparing them for more advanced math courses.

### Maths for Class 4

In Class 4, the best math classes in India continue to build on students’ arithmetic skills by introducing more complex multiplication and division problems, as well as exploring factors and multiples. They also delve deeper into geometry, teaching students about angles, lines, and various types of triangles. Additionally, they begin to cover more advanced topics in algebra, such as simple equations and expressions.

### Maths for Class 5

For Class 5, the best math classes in India cover a wide range of topics, including decimals, fractions, and percentages. They also expand on students’ understanding of geometry, teaching them about different types of quadrilaterals, circles, and symmetry. These classes provide a solid foundation in mathematics, preparing students for more advanced topics in later grades.

### Maths for Class 6

In Class 6, the best math classes in India introduce students to more advanced algebraic concepts, such as solving linear equations and working with algebraic expressions. They also teach students about ratio and proportion, as well as expanding their knowledge of geometry by covering topics like the properties of triangles, circles, and polygons.

### Maths for Class 7

For Class 7, the best math classes in India cover topics such as integers, fractions, decimals, and percentages in greater depth. They also teach students about exponents and roots, as well as more advanced algebraic concepts like linear inequalities and simultaneous equations. In geometry, students learn about congruence, similarity, and the properties of quadrilaterals and circles.

### Maths for Class 8

In Class 8, the best math classes in India continue to build on students’ algebraic skills, introducing concepts such as factorization, quadratic equations, and rational expressions. They also cover topics in geometry, such as transformations and constructions, and introduce students to more advanced topics in trigonometry, such as the trigonometric ratios and their applications. These classes ensure that students have a comprehensive understanding of mathematics, preparing them for higher-level math courses in the future.

### Maths for Class 9

For Class 9, the best math classes in India delve deeper into algebra, covering topics like polynomials, linear equations in two variables, and coordinate geometry. They also teach students about probability and statistics, helping them develop the skills needed to analyze and interpret data. In addition, these classes cover advanced topics in geometry and trigonometry, such as the properties of triangles, circles, and quadrilaterals, as well as applications of trigonometric ratios and identities.

### Maths for Class 10

In Class 10, the best math classes in India prepare students for their board exams by providing comprehensive lessons on a wide range of topics. They cover advanced algebraic concepts, such as quadratic equations, arithmetic progressions, and coordinate geometry. They also delve deeper into trigonometry, teaching students about trigonometric identities, equations, and the applications of trigonometry in real-life situations. Additionally, these classes explore topics in geometry, such as circles, triangles, and constructions, as well as covering concepts in mensuration, probability, and statistics.

In conclusion, the best math classes in India cater to the diverse needs of students across various age groups and skill levels. By offering comprehensive lessons, personalized support, and a variety of learning resources, these classes help students build the necessary skills and confidence to excel in their mathematics education.

1. Is there a free demo class?
A: Yes. At PurpleTutor, we give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. What are the fees and charges?
A: We suggest you take a complimentary trial class and discuss the requirements with our teachers and counsellors. Once this is done, the requirement can be finalized and subsequently the pricing.

4. Do you follow the school curriculum?
A. Yes, of course we do! We cover the entire grade curriculum in an average of 100 -200 hours that are spread over one academic year. Some children may take less than or more than 100 hours for the same, so the duration is customized as per the individual requirement.

5. What do you require for learning Maths from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection.

6. Do you have assessments during the course?
A. Yes, we assess the student periodically during the progress of classes and give feedback on the student’s performance.

7. What about worksheets & practice problems?
A. Yes, for each grade we have a number of worksheets and practice problems that we make available to the students. Our method teaching ensures conceptual understand while changing context of the problem.

8. Do you provide after-school & homework support?
A. Yes, depending on the requirements, our instructors ensure that the students’ needs are addressed to.

9. Will you prepare my child for exams?
A. Yes, if needed by the student we will take extra sessions to prepare the child for the exams.

10. What certificate will my child get? Will my child get any certificate after completing the course?
A. The student gets a course completion certificate from PurpleTutor after completing the course for the grade he/she has registered for. Our courses and certificates are accredited by STEM.org which is a STEM education research and credentialing organization in USA.

11. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We offer maths courses across the grades from elementary school to high school. Our teachers are vetted through stringent checks to ensure teaching quality levels are very high.

We also have coding courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class.

37BST_CRS

## Online Maths Tutors near me

The best math tutors in UAE provide convenient online classes, making it easier for parents and students to access quality education from the comfort of their homes. These tutors use innovative teaching methods to ensure that learning is engaging and effective.

## Math Boards in UAE

### CBSE (NCERT) Math in UAE

The Central Board of Secondary Education (CBSE) is a popular choice for Indian expatriates in the UAE. The best math tutors in UAE offer tailored courses for students following the CBSE curriculum, which is designed by the National Council of Educational Research and Training (NCERT). These tutors cover essential topics in arithmetic, algebra, geometry, and trigonometry, ensuring students receive comprehensive lessons that align with the CBSE syllabus and prepare them for their board exams.

### Cambridge/IGCSE Math in UAE

The Cambridge International General Certificate of Secondary Education (IGCSE) is a widely recognized curriculum that caters to the needs of international students in the UAE. The best math tutors in UAE offer IGCSE Math courses, covering core and extended content to cater to students with varying abilities. These tutors provide in-depth lessons on topics like number systems, algebra, geometry, and statistics, ensuring students receive a well-rounded education and are prepared for their IGCSE exams.

### CCSS (American) Math in UAE

The Common Core State Standards (CCSS) is an American education initiative that outlines learning goals in mathematics for students in the UAE. The best math tutors in UAE offer courses aligned with the CCSS, providing students with a strong foundation in topics like arithmetic, algebra, geometry, and probability. These tutors ensure that their lessons are engaging and relevant, preparing students for success in their American curriculum-based exams and future math courses.

## Mathematics topics

### Geometry

The best math tutors in UAE offer comprehensive courses in geometry, covering essential concepts such as lines, angles, shapes, and congruence. These tutors will help students build a strong foundation in this vital subject.

### Algebra

Algebra is a fundamental subject in mathematics, and the best math tutors in UAE provide in-depth courses that cover topics like linear equations, polynomials, and quadratic functions, ensuring a strong foundation for more advanced math subjects.

### Calculus

Calculus is an essential subject for students pursuing advanced math or science courses. The best math tutors in UAE will offer courses that cover concepts such as limits, derivatives, and integrals, providing a solid foundation in this advanced subject.

### Differential Calculus

Differential calculus is a branch of calculus that focuses on rates of change. The best math tutors in UAE will provide in-depth lessons on topics like derivatives, tangent lines, and optimization problems.

### Trigonometry

Trigonometry is crucial for students looking to excel in advanced math and science courses. The best math tutors in UAE will offer lessons on sine, cosine, and tangent functions, as well as their real-world applications.

## Math Tutors in Dubai

For parents and students in Dubai, finding the best math tutors is essential for academic success. These tutors offer personalized lessons and support, ensuring students in the region receive the guidance they need to excel.

## Math Tutors in Abu Dhabi

In Abu Dhabi, the best math tutors provide quality education and support for students, helping them develop a strong foundation in mathematics and achieve success in their exams.

## Elementary School Maths

### Maths for class 1

In class 1, the best math tutors in UAE will focus on introducing basic math concepts like counting, addition, and subtraction through engaging and interactive lessons tailored for young learners.

### Maths for class 2

In class 2, the best math tutors in UAE will build on foundational skills, introducing concepts like place value, measurement, and basic geometry.

### Maths for class 3

In class 3, the best math tutors in UAE will cover topics like multiplication, division, fractions, and more, ensuring students have a solid foundation in elementary mathematics.

### Maths for class 4

For class 4 students, the best math tutors in UAE will delve into topics like long division, decimals, and more advanced geometry concepts, preparing students for the challenges of higher-level math.

### Maths for class 5

In class 5, the best math tutors in UAE will focus on fractions, decimals, percentages, and early algebra concepts to further develop students’ mathematical skills.

## Middle School Maths

### Maths for class 6

As students enter class 6, the best math tutors in UAE will focus on pre-algebra, ratio and proportion, and more advanced geometry concepts, ensuring a smooth transition to higher-level math courses.

### Maths for class 7

In class 7, the best math tutors in UAE will cover topics like linear equations, inequalities, and advanced arithmetic, providing students with a strong foundation for their future math courses.

### Maths for class 8

For class 8 students, the best math tutors in UAE will delve deeper into algebra and geometry, introducing concepts like quadratic equations, Pythagorean theorem, and transformations.

## High School Maths

### Maths for class 9

In class 9, students will benefit from math tutors who cover advanced algebra, trigonometry, and coordinate geometry, providing a strong foundation for their upcoming exams.

### Maths for class 10

In class 10, the best math tutors in UAE will focus on consolidating students’ mathematical knowledge and preparing them for their board exams, covering crucial topics like calculus, statistics, and probability.

## NCERT Maths

The best math tutors in UAE are well-versed in the NCERT curriculum, offering tailored courses for students following the CBSE board. They provide in-depth lessons covering all the essential topics and ensure students excel in their exams.

### NCERT Maths Class 8

In NCERT Maths Class 8, the best math tutors in UAE will focus on key topics, including rational numbers, linear equations in one variable, understanding quadrilaterals, and practical geometry. These tutors use engaging teaching methods to help students build a strong foundation in these essential concepts, ensuring they are well-prepared for more advanced mathematics courses in the future. The tutors also provide ample practice problems and personalized guidance to support students in their learning journey.

### NCERT Maths Class 9

For NCERT Maths Class 9, the best math tutors in UAE will cover crucial topics such as polynomials, coordinate geometry, linear equations in two variables, and triangles. These tutors ensure that students have a deep understanding of the underlying concepts and are well-equipped to tackle more complex problems. By offering a range of learning resources, including practice problems, interactive lessons, and personalized support, these tutors help students build the necessary skills and confidence to excel in their Class 9 math exams.

### NCERT Maths Class 10

In NCERT Maths Class 10, the best math tutors in UAE will focus on preparing students for their board exams by covering important topics like real numbers, quadratic equations, arithmetic progressions, and circles. These tutors create a supportive learning environment that encourages students to ask questions and seek clarification, ensuring they have a solid understanding of the subject matter. By offering a combination of in-depth lessons, practice problems, and exam-specific strategies, these tutors help students develop the skills needed to succeed in their Class 10 math exams.

In conclusion, the best math tutors in UAE provide a wide range of courses tailored to students aged 6-18, covering various math boards and subjects. By choosing live classes with experienced teachers and instructors, you can ensure your child receives the personalized attention and support they need to excel in mathematics. Explore the variety of grade-specific courses available and help your child build a strong foundation in this essential subject.

1. Is there a free demo class?
A: Yes. At PurpleTutor, we give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. What are the fees and charges?
A: We suggest you take a complimentary trial class and discuss the requirements with our teachers and counsellors. Once this is done, the requirement can be finalized and subsequently the pricing.

4. Do you follow the school curriculum?
A. Yes, of course we do! We cover the entire grade curriculum in an average of 100 -200 hours that are spread over one academic year. Some children may take less than or more than 100 hours for the same, so the duration is customized as per the individual requirement.

5. What do you require for learning Maths from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection.

6. Do you have assessments during the course?
A. Yes, we assess the student periodically during the progress of classes and give feedback on the student’s performance.

7. What about worksheets & practice problems?
A. Yes, for each grade we have a number of worksheets and practice problems that we make available to the students. Our method teaching ensures conceptual understand while changing context of the problem.

8. Do you provide after-school & homework support?
A. Yes, depending on the requirements, our instructors ensure that the students’ needs are addressed to.

9. Will you prepare my child for exams?
A. Yes, if needed by the student we will take extra sessions to prepare the child for the exams.

10. What certificate will my child get? Will my child get any certificate after completing the course?
A. The student gets a course completion certificate from PurpleTutor after completing the course for the grade he/she has registered for. Our courses and certificates are accredited by STEM.org which is a STEM education research and credentialing organization in USA.

11. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We offer maths courses across the grades from elementary school to high school. Our teachers are vetted through stringent checks to ensure teaching quality levels are very high.

We also have coding courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class.

37BST_CRS

## Best Math Online Classes in USA

This is a common query for parents and students alike. In-person tutoring can be beneficial; however, the best math online classes in the USA also offer the convenience and flexibility that traditional tutoring might lack. With a vast array of options, you can find the perfect fit for your child’s learning style and schedule.

Pre-Algebra courses focus on laying the foundation for more advanced math concepts. The best math online classes in the USA for Pre-Algebra will help students build skills in problem-solving, decimals, fractions, and more.

Algebra courses are essential for students as they delve into more complex math problems. Online classes in the USA cover topics such as linear equations, quadratic equations, and graphing, to name a few.

Calculus is an advanced math subject that requires a strong foundation in algebra and trigonometry. The best math online classes in the USA for Calculus will provide comprehensive lessons on limits, derivatives, integrals, and more.

## Differential Calculus

Differential Calculus is a branch of calculus that studies rates of change. Students who wish to excel in this area should look for online classes that cover topics like derivatives, tangent lines, and optimization problems.

## Multiplication

Multiplication is a fundamental skill in mathematics, and the best math online classes in the USA will ensure students master this skill early on. Courses should include lessons on multiplication tables, properties, and problem-solving strategies.

## Trigonometry

Trigonometry is essential for students who want to pursue advanced math or science courses. The best math online classes in the USA for Trigonometry will cover topics like sine, cosine, and tangent functions, as well as their applications in real-world problems.

## Math Puzzles

Math puzzles can be a fun and engaging way to learn math concepts. The best math online classes in the USA will offer a variety of math puzzles, designed to challenge and entertain students while reinforcing their math skills.

## Elementary School Maths

At this age, the best math online classes in the USA will focus on introducing basic math concepts, such as counting, addition, and subtraction, through engaging and interactive lessons.

For second-graders, the best math online classes in the USA will build on the skills learned in class 1, introducing concepts like place value, measurement, and basic geometry.

In grade 3, the best math online classes in the USA will cover multiplication, division, fractions, and more, ensuring students have a solid foundation in elementary mathematics.

For fourth-graders, online math classes will delve into topics like long division, decimals, and more advanced geometry concepts, preparing students for the challenges of middle school math.

Fifth-graders will benefit from the best math online classes in the USA that cover topics like fractions, decimals, percentages, and early algebra concepts.

## Middle School Maths

### Maths for class 6

As students enter middle school, the best math online classes in the USA will focus on pre-algebra, ratio and proportion, and more advanced geometry concepts.

Seventh-grade students will find online math courses that cover algebraic expressions, linear equations, and probability, among other topics, as they continue to build their mathematical foundation.

For eighth-graders, the best math online classes in the USA will delve deeper into algebra and geometry, introducing concepts like quadratic equations, Pythagorean theorem, and transformations.

## High School Maths

In grade 9, students will benefit from online math classes that cover topics like advanced algebra, trigonometry, and coordinate geometry, providing a strong foundation for high school math courses.

Tenth-grade students will find the best math online classes in the USA that focus on preparing them for more advanced high school and college-level math courses, covering topics like advanced algebra, geometry, and an introduction to calculus.

In conclusion, the best math online classes in the USA offer a diverse range of courses catering to students aged 6-18 years. By considering live classes with experienced teachers and instructors, you can ensure your child receives the personalized attention and support they need to excel in mathematics. Explore the variety of grade-specific courses available, and help your child build a strong foundation in this essential subject.

1. Is there a free demo class?
A: Yes. At PurpleTutor, we give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. What are the fees and charges?
A: We suggest you take a complimentary trial class and discuss the requirements with our teachers and counsellors. Once this is done, the requirement can be finalized and subsequently the pricing.

4. Do you follow the school curriculum?
A. Yes, of course we do! We cover the entire grade curriculum in an average of 100 -200 hours that are spread over one academic year. Some children may take less than or more than 100 hours for the same, so the duration is customized as per the individual requirement.

5. What do you require for learning Maths from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection.

6. Do you have assessments during the course?
A. Yes, we assess the student periodically during the progress of classes and give feedback on the student’s performance.

7. What about worksheets & practice problems?
A. Yes, for each grade we have a number of worksheets and practice problems that we make available to the students. Our method teaching ensures conceptual understand while changing context of the problem.

8. Do you provide after-school & homework support?
A. Yes, depending on the requirements, our instructors ensure that the students’ needs are addressed to.

9. Will you prepare my child for exams?
A. Yes, if needed by the student we will take extra sessions to prepare the child for the exams.

10. What certificate will my child get? Will my child get any certificate after completing the course?
A. The student gets a course completion certificate from PurpleTutor after completing the course for the grade he/she has registered for. Our courses and certificates are accredited by STEM.org which is a STEM education research and credentialing organization in USA.

11. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We offer maths courses across the grades from elementary school to high school. Our teachers are vetted through stringent checks to ensure teaching quality levels are very high.

We also have coding courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class.

37BST_CRS

## Best Math Tutors in UK

The best math tutors in the UK for GCSE offer comprehensive courses to help students master critical skills and concepts required to excel in their exams. These tutors will cover the entire GCSE math syllabus, ensuring that students are well-prepared and confident.

Integrated math courses combine various mathematical concepts to provide a holistic learning experience. The best math tutors in the UK will offer integrated math courses that cover algebra, geometry, and statistics, among other topics.

Discrete maths is a crucial subject for students interested in computer science or related fields. The best math tutors in the UK will ensure that students grasp essential concepts like graph theory, combinatorics, and algorithms.

Algebra is a fundamental subject in mathematics, and the best math tutors in the UK will provide comprehensive courses that cover topics like linear equations, polynomials, and quadratic functions, ensuring a strong foundation for more advanced math subjects.

Calculus is an essential subject for students pursuing advanced math or science courses. The best math tutors in the UK will offer courses that cover concepts such as limits, derivatives, and integrals, providing a solid foundation in this advanced subject.

Trigonometry is crucial for students looking to excel in advanced math and science courses. The best math tutors in the UK will offer lessons on sine, cosine, and tangent functions, as well as their real-world applications.

Differential calculus is a branch of calculus that focuses on rates of change. The best math tutors in the UK will provide in-depth lessons on topics like derivatives, tangent lines, and optimization problems.

## Integral Calculus

Integral calculus deals with the accumulation of quantities and the area under curves. The best math tutors in the UK will cover integral concepts, helping students master this essential calculus topic.

## A Level Maths

A Level Maths is a critical step for students pursuing higher education in mathematics or related fields. The best math tutors in the UK will offer comprehensive courses that cover the entire A Level Maths syllabus, preparing students for success in their exams.

## GCSE Maths

GCSE Maths is a fundamental subject for students in the UK, and the best math tutors will provide engaging lessons that cover key topics, ensuring students are well-prepared for their exams.

## Year-by-Year Maths Tutoring for UK Students

### Maths for Year 1

At this stage, the best math tutors in the UK will focus on introducing basic math concepts like counting, addition, and subtraction through engaging and interactive lessons tailored for young learners.

### Maths for Year 2

In Year 2, the best math tutors in the UK will build on foundational skills, introducing concepts like place value, measurement, and basic geometry.

### Maths for Year 3

In Year 3, the best math tutors in the UK will cover topics like multiplication, division, fractions, and more, ensuring students have a solid foundation in elementary mathematics.

### Maths for Year 4

For Year 4 students, the best math tutors in the UK will delve into topics like long division, decimals, and more advanced geometry concepts, preparing students for the challenges of middle school math.

### Maths for Year 5

In Year 5, the best math tutors in the UK will focus on fractions, decimals, percentages, and early algebra concepts to further develop students’ mathematical skills.

### Maths for Year 6

As students enter Year 6, the best math tutors in the UK will focus on pre-algebra, ratio and proportion, and more advanced geometry concepts, ensuring a smooth transition to middle school math.

### Maths for Year 7

In Year 7, students will benefit from math tutors who cover algebraic expressions, linear equations, and probability, among other topics, as they continue to build their mathematical foundation.

### Maths for Year 8

For Year 8 students, the best math tutors in the UK will delve deeper into algebra and geometry, introducing concepts like quadratic equations, Pythagorean theorem, and transformations.

### Maths for Year 9

In Year 9, students will benefit from math tutors who cover advanced algebra, trigonometry, and coordinate geometry, providing a strong foundation for GCSE Maths courses.

### Maths for Year 10

Year 10 students will find the best math tutors in the UK that focus on preparing them for their GCSE Maths exams, covering a wide range of topics like advanced algebra, geometry, and statistics.

### Maths for Year 11

In Year 11, students will work with math tutors who help them revise and reinforce their knowledge in preparation for their GCSE Maths exams, ensuring they’re confident and well-prepared.

In conclusion, the best math tutors in the UK provide a wide range of courses tailored to students aged 6-18. By choosing live classes with experienced teachers and instructors, you can ensure your child receives the personalized attention and support they need to excel in mathematics. Explore the variety of year-specific courses available and help your child build a strong foundation in this essential subject.

1. Is there a free demo class?A: Yes. At PurpleTutor, we give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. What are the fees and charges?
A: We suggest you take a complimentary trial class and discuss the requirements with our teachers and counsellors. Once this is done, the requirement can be finalized and subsequently the pricing.

4. Do you follow the school curriculum?
A. Yes, of course we do! We cover the entire grade curriculum in an average of 100 -200 hours that are spread over one academic year. Some children may take less than or more than 100 hours for the same, so the duration is customized as per the individual requirement.

5. What do you require for learning Maths from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection.

6. Do you have assessments during the course?

A. Yes, we assess the student periodically during the progress of classes and give feedback on the student’s performance.

7. What about worksheets & practice problems?
A. Yes, for each grade we have a number of worksheets and practice problems that we make available to the students. Our method teaching ensures conceptual understand while changing context of the problem.

8. Do you provide after-school & homework support?
A. Yes, depending on the requirements, our instructors ensure that the students’ needs are addressed to.

9. Will you prepare my child for exams?
A. Yes, if needed by the student we will take extra sessions to prepare the child for the exams.

10. What certificate will my child get? Will my child get any certificate after completing the course?
A. The student gets a course completion certificate from PurpleTutor after completing the course for the grade he/she has registered for. Our courses and certificates are accredited by STEM.org which is a STEM education research and credentialing organization in USA.

11. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We offer maths courses across the grades from elementary school to high school. Our teachers are vetted through stringent checks to ensure teaching quality levels are very high.

We also have coding courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer.
Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class.

37BST_CRS

## Best Computer Science Courses in Hong Kong

Whether you are a student who is 6 years old, or in middle school, or even high school, learning coding has many benefits. You may choose a career in technology or computer science, even if you don’t, the skills one learns by studying computer science like logic, critical thinking etc, make a meaningful impact in the future. In this article, we’ll explore why learning computer science is essential and introduce the top 10 coding courses in Hong Kong. Furthermore, we will discuss the best live classes on Python programming, cyber security, artificial intelligence, data science and more.

Computer science is the foundation of modern technology, offering a vast array of rewarding career opportunities. By learning computer science, you’ll acquire problem-solving skills, logical thinking abilities, and a deep understanding of how software and hardware interact. As a result, you’ll be well-prepared for the dynamic and ever-evolving tech landscape. Additionally, the best computer science courses in Hong Kong often feature live classes led by experienced instructors, providing invaluable guidance and support throughout your learning journey.

## Top 10 Coding Courses in Hong Kong?

Hong Kong has a thriving tech ecosystem, and many institutions offer top-notch computer science courses. Some of the best computer science courses in Hong Kong include live classes with experienced instructors, giving you the added advantage of real-time feedback and personalized learning. Below is the list of top 10 coding courses in Hong Kong according to our research:

1. Python Courses
3. Data Science Courses
4. Artificial Intelligence & Machine Learning Courses
5. Web Development Courses
6. Cyber Security Courses
7. App Development Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

Python is a versatile, beginner-friendly programming language widely used in various applications such as web development, data analysis, artificial intelligence, and more. The best computer science courses in Hong Kong offer live classes in Python programming, allowing you to interact with instructors and gain practical experience. These live classes help you master Python’s syntax, libraries, and best practices, setting the foundation for more advanced topics. Check out these courses for Python:

With the increasing reliance on digital systems and the internet, cyber security has become a critical skill in the tech industry. The best computer science courses in Hong Kong provide comprehensive training in cyber security, covering topics such as network security, cryptography, and ethical hacking. Live classes with experienced instructors ensure you develop practical skills and stay up-to-date with the latest security trends and threats. Check out this course for Cyber Security:

Artificial intelligence (AI) is a rapidly growing field that involves creating intelligent systems capable of learning, reasoning, and problem-solving. The best computer science courses in Hong Kong offer live classes in AI, covering topics such as machine learning, natural language processing, and computer vision. With guidance from experienced instructors, you’ll gain a solid understanding of AI principles, algorithms, and applications. Check out these courses for Artificial Intelligence:

Data science combines programming, statistics, and domain knowledge to extract insights from large datasets. The best computer science courses in Hong Kong provide live classes in data science, covering essential topics such as data visualization, predictive modeling, and big data analysis. By learning from experienced instructors, you’ll develop the skills needed to transform raw data into valuable insights, driving better decision-making and innovation. Check out these courses for Data Science:

Computer science can be challenging, but with the right resources and guidance, it is entirely manageable. The best computer science courses in Hong Kong focus on providing a strong foundation and gradually introduce more advanced topics. Live classes led by knowledgeable instructors ensure you receive personalized support, helping you overcome challenges and gain confidence in your abilities.

Investing in the best computer science courses in Hong Kong will equip you with the skills for tomorrow. If you want a career its good a get a start in the right direction, and even if one continues and does not build a career, the knowledge and skills developed are very meaningful for the future.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

## Best Computer Science Courses in Malaysia

Learning coding or computer science provides numerous benefits for students between the age of 6-18 years. It develops problem-solving, logical thinking, and creativity, which are essential skills in today’s digital age. The best computer science courses in Malaysia emphasize live classes led by experienced instructors, ensuring a deeper understanding of coding concepts and fostering a strong foundation for future learning.

Computer science jobs are in high demand in Malaysia, and they generally offer competitive salaries. With a strong foundation in computer science, students can pursue careers in various fields, including software development, data analysis, artificial intelligence, and cyber security. These professions offer lucrative opportunities, making computer science a valuable investment for students’ future careers.

Children can start learning coding as young as six years old. At this age, they can begin with block-based programming languages designed to introduce coding concepts in a fun and engaging way. As they grow older and develop a strong foundation, they can transition to more advanced programming languages and specialized topics.

For beginners, it is essential to start with a user-friendly programming language like Python. Python is known for its simplicity and readability, making it an ideal choice for students just starting their coding journey. The best computer science courses in Malaysia offer Python courses tailored to beginners, helping them develop a strong foundation in programming.

The best computer science courses in Malaysia cover a variety of programming languages and specialized topics, ensuring students receive a comprehensive education in coding. These courses emphasize live classes led by experienced instructors, providing personalized guidance and support. Some popular courses include Python, JavaScript, web development, data science, artificial intelligence, and cyber security. The top 10 courses according to our research are:

1. Python Courses
3. Data Science Courses
4. Artificial Intelligence & Machine Learning Courses
5. Web Development Courses
6. Cyber Security Courses
7. App Development Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

In Malaysia, the most demanded courses are often related to data science, artificial intelligence, and cyber security. These fields offer exciting career opportunities and are essential in various industries, making them attractive options for students pursuing computer science education.

Kuala Lumpur, as Malaysia’s capital city, is home to numerous reputable institutions offering the best computer science courses. These courses focus on live classes led by experienced instructors, ensuring students receive personalized guidance throughout their learning journey. From Python to data science and app development, Kuala Lumpur provides a range of options for students of all skill levels. Check out our courses here:

Python for beginner’s courses provide an excellent starting point for students new to coding. These courses cover fundamental concepts, such as variables, data types, and control structures, using Python’s simple and readable syntax. Live classes led by experienced instructors ensure students receive the necessary support to develop a strong foundation in programming. Check out these courses for Python:

The best Python courses in Malaysia offer a comprehensive curriculum, covering both basic and advanced topics. These courses focus on live classes, allowing students to interact with instructors and receive real-time feedback. With a strong foundation in Python, students can explore various applications, including web development, data analysis, and machine learning. Check out these courses for Python:

Data science is a growing field that combines programming, statistics, and domain expertise to extract insights from data. The best computer science courses in Malaysia offer data science training, covering topics such as data visualization, statistical analysis, and machine learning. Live classes led by experienced instructors ensure students gain a strong understanding of data science concepts and techniques. Check out these courses for Data Science:

Artificial intelligence (AI) is an increasingly important field in today’s technology-driven world. The best computer science courses in Malaysia offer AI courses that cover topics such as machine learning, neural networks, and natural language processing. Live classes led by experienced instructors ensure that students gain a strong understanding of AI concepts and techniques, preparing them for future careers in this rapidly growing field. Check out these courses for Artificial Intelligence:

Cyber security is a critical aspect of modern technology, ensuring the safety of online systems and data. The best computer science courses in Malaysia offer comprehensive cyber security training, covering topics such as network security, cryptography, and ethical hacking. These courses emphasize live classes led by experienced instructors, providing students with the necessary skills and knowledge to protect digital assets and tackle cyber threats. Check out this course for Cyber Security:

App development is a popular area within the computer science field, offering creative opportunities for students to build their own software applications. The best computer science courses in Malaysia provide app development courses that cover both Android and iOS platforms. These courses focus on live classes with experienced instructors, ensuring students learn the best practices and techniques for creating user-friendly and efficient applications.

In conclusion, the best computer science courses in Malaysia cater to students as early as age of 6 years onwards to adulthood and further. This is across a range of programming languages and specialized topics. With a focus on live classes and experienced instructors, these courses provide a strong foundation in computer science, preparing students for successful careers in various technology-related fields.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class

37BST_CRS

## Best Coding Classes for Kids in Saudi Arabia

Yes, coding is incredibly useful for kids, as it equips them with essential skills that extend beyond the realm of technology. By learning to code, children develop critical thinking, creativity, and problem-solving abilities. Moreover, coding classes for kids in Saudi Arabia teach them how to communicate effectively, work collaboratively, and adapt to new challenges – skills that are invaluable in today’s rapidly evolving world.

While there is no specific age when children should start coding, introducing them to programming concepts as early as 6-8 years old can be beneficial. At this age, kids are naturally curious and can quickly grasp basic coding concepts. As they grow older, they can progress to more advanced programming languages and techniques, building a strong foundation in technology.

Absolutely! An 8-year-old is at the perfect age to begin exploring the world of coding. At this stage, children are curious, eager to learn, and have the mental capacity to understand basic programming concepts. By enrolling your child in the best coding classes for kids in Saudi Arabia, you’re providing them with a valuable skill set that will serve them well throughout their lives and careers.

One of the most effective ways for children to learn coding is through live classes with experienced instructors. The best coding classes for kids in Saudi Arabia offer live classes, which provide personalized guidance, immediate feedback, and an engaging, interactive learning environment. This approach helps children stay motivated and focused, ensuring they get the most out of their coding education.

Saudi Arabia offers a variety of coding courses for kids, covering different programming languages and skill levels. Many of these courses incorporate live classes, providing a more interactive and engaging learning experience. The top 10 coding courses in Saudi Arabia include:

1. Python Courses
3. Data Science Courses
4. Artificial Intelligence & Machine Learning Courses
5. Web Development Courses
6. Cyber Security Courses
7. App Development Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

For beginner coders, languages like Scratch, and Python are excellent choices. These programming languages are designed to be user-friendly and accessible, making them ideal for young learners who are new to coding.

There are several reputable coding schools in Saudi Arabia, each offering courses tailored to various skill levels and interests. When choosing a coding school for your child, consider factors such as the curriculum, instructors’ expertise, and the availability of live classes, which can provide a more interactive and personalized learning experience.

For children who are new to coding, beginner-friendly computer courses are available in Saudi Arabia. These courses typically cover the basics of programming languages such as Scratch, or Python, providing a solid foundation for more advanced topics. Check out our courses here:

Data analysis is a valuable skill in today’s data-driven world. While data analysis courses may be more advanced for younger children, older kids can benefit from learning the basics of data analysis. The best coding classes for kids in Saudi Arabia offer introductory data analysis courses, covering essential topics such as data visualization, data manipulation, and basic statistical analysis. Check out these courses for Data Science:

Python is a versatile, beginner-friendly programming language with a wide range of applications, from web development to data analysis. The best coding classes for kids in Saudi Arabia offer live classes in Python programming, allowing your child to interact with instructors and gain hands-on experience. These live classes help kids master Python’s syntax, libraries, and best practices, setting the foundation for more advanced topics. Check out these courses for Python:

Web development involves creating and maintaining websites and web applications, using programming languages such as HTML, CSS, and JavaScript. The best coding classes for kids in Saudi Arabia provide live classes in web development, offering hands-on training in front-end and back-end technologies. With guidance from experienced instructors, your child will learn how to build responsive, user-friendly websites that meet modern design standards.

As our reliance on digital systems and the internet grows, cyber security has become a critical skill in the tech industry. The best coding classes for kids in Saudi Arabia offer comprehensive training in cyber security, covering topics such as network security, cryptography, and ethical hacking. Live classes with experienced instructors ensure your child develops practical skills and stays up-to-date with the latest security trends and threats. Check out this course for Cyber Security:

## Conclusion

Investing in the best coding classes for kids in Saudi Arabia will equip your child with the skills and knowledge needed to succeed in the ever-evolving tech landscape. By focusing on live classes led by experienced instructors, your child will receive personalized guidance and support, ensuring a rewarding and engaging learning experience. Whether your child is just starting their coding journey or looking to expand their skillset, Saudi Arabia offers a wealth of opportunities to enhance their coding abilities and ignite a lifelong passion for technology.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

## Best Computer Science Courses in Indonesia

Technology to computer science is one of the most sought-after fields. In the next decade employment is expected to grow +20% year-on-year, much faster than all other occupations. Artificial Intelligence is expected to grow in the next 10 tears by close to 40% y/y, making it to close to a ~USD 1600 Bn industry. For students it’s very important to get technology literacy, to ensure a great future. Even if one does not want to career in computer science, learning coding is a great skill and it leads to development of logic, critical thinking, creativity and many more.  In this article we close the best computer science Courses in Indonesia that students should go after.

## Why learn Computer Science?

Computer science is an ever-growing field with a wide range of applications, from software development to data analysis and cyber security. Learning computer science can open up numerous job opportunities, enhance problem-solving skills, and offer a competitive edge in the job market. The best computer science courses in Indonesia cater to the needs of both beginners and experienced professionals, providing a strong foundation for a successful career.

## Top 10 Computer Courses in Indonesia?

The best computer science courses in Indonesia offer a diverse range of subjects, including programming, cyber security, and coding.

Below is the list of top 10 computer courses in demand in Indonesia according to our research:

1. Python Courses
3. Data Science Courses
4. Artificial Intelligence & Machine Learning Courses
5. Web Development Courses
6. Cyber Security Courses
7. App Development Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

## Basic Programming Courses

Basic programming courses lay the foundation for a career in computer science. These courses teach essential programming languages and coding techniques. The best computer science courses in Indonesia offer a range of basic programming courses, from JavaScript to Python and many more.

## Learn Python Programming

Python is a popular programming language for its simplicity, versatility, and compatibility. The best computer science courses in Indonesia often include Python programming classes, providing students with hands-on experience and real-world applications. Check out these courses for Python:

## Best Cyber Security Courses

With the growing threat of cyber-attacks, cyber security has become a vital aspect of computer science. The best computer science courses in Indonesia provide students with a comprehensive understanding of cyber security concepts and practices to protect digital information and systems. Check out this course for Cyber Security:

## Best Coding Classes

Coding is a fundamental skill in computer science, and the best computer science courses in Indonesia offer various coding classes, from beginner to advanced levels. These classes cover a wide range of programming languages, including JavaScript, Python, Web Development and many more. PurpleTutor’s classes are one of the best with teachers who ensure personalized attention and great student learning.

## Best Data Science Courses

Data science is a rapidly growing field that combines statistics, computer science, and domain knowledge to analyze and interpret complex data sets. Pursuing a data science course in India can provide you with the skills and knowledge required to become a data scientist or analyst. PurpleTutor offers many courses on Data Science, which cover topics such as data visualization, machine learning, and predictive analytics. Check out these courses for Data Science:

## Best Artificial Intelligence Courses

Artificial intelligence is revolutionizing the way we live and work, and pursuing an AI course in India can open up numerous career opportunities. By learning about machine learning, natural language processing, and robotics, you can gain the skills required to become an A.I. engineer, researcher, or developer. PurpleTutor offers many courses on artificial intelligence which offer hands-on training in AI technologies and help you build intelligent systems. Check out these courses for Artificial Intelligence:

## What is the most demanding subject in Computer Science?

Data science, artificial intelligence (AI), and machine learning are some of the most in-demand subjects in computer science. These fields offer lucrative career opportunities and are increasingly being integrated into the best computer science courses in Indonesia.

## Is it worth to take a Computer Science Course?

Taking a computer science course can be a wise investment, as it provides valuable skills and knowledge that are highly sought-after in the job market. The best computer science courses in Indonesia ensure a strong foundation for a successful career in the field. The way the computer science market is growing globally (~40% y/y), it’s a skill every student must have.

## How difficult is Computer Science?

While computer science can be challenging, it is also highly rewarding. With the right resources and dedication, students can master the skills required for a successful career. The best computer science courses in Indonesia offer a supportive learning environment and comprehensive curriculum to help students overcome any difficulties they may encounter. Students must be patient while learning, there is no road to overnight success.

The best computer science courses in Indonesia provide a wide range of opportunities for students to gain valuable skills and knowledge in this growing field. With numerous job prospects and a strong foundation for a successful career, taking a computer science.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

## Top 10 Coding Courses in UAE

UAE offers a variety of coding courses for kids, covering different programming languages and skill levels. Many of these courses incorporate live classes, providing a more interactive and engaging learning experience. The top 10 coding courses in UAE include:

1. Python Courses
3. Web Development (HTML, CSS, JavaScript)
4. App Development (iOS, Android)
5. Data Science Courses
6. Cyber Security Courses
7. Artificial Intelligence & Machine Learning Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

## Can I Learn Coding on My Own?

While self-learning is possible, enrolling in a structured coding course with experienced instructors offers numerous advantages. Live classes provide personalized guidance, immediate feedback, and an engaging learning environment, helping students stay motivated and focused on their coding education.

## Which is the Most Demanded Course in UAE?

The demand for coding courses in UAE varies depending on industry trends and technological advancements. Currently, courses in data science, artificial intelligence, cyber security, and app development are highly sought after due to their relevance in various sectors.

## Coding Courses in Dubai

There are several coding courses available across the UAE, with options for beginners and more advanced students. These courses cover a range of programming languages and specialized topics, ensuring that every learner can find a course that suits their interests and skill level. PurpleTutor’s coding classes are well-accepted by students across Middle-East including Dubai. You may schedule a complimentary trial class to experience the same.

## Coding Courses in Abu Dhabi

Abu Dhabi, like other cities in the UAE, offers numerous coding courses for children aged 6-18 years. These courses include beginner-friendly programming languages such as Scratch and Python, as well as more advanced topics like data science and artificial intelligence. PurpleTutor offers a wide variety of coding courses in Abu Dhabi. These have been well-accepted by students in Abu Dhabi too. You may schedule a complimentary trial class to experience the same.

## Best Python Courses

Python is a versatile and beginner-friendly programming language, making it an ideal choice for young learners. The best coding courses in UAE offer live classes in Python programming, allowing students to interact with instructors and gain hands-on experience in real-time. Check out these courses for Python:

## Best Data Science Courses

Data science courses teach students how to analyze, visualize, and interpret data. The best coding courses in UAE provide live classes in data science, covering essential topics such as data manipulation, statistical analysis, and machine learning. Check out these courses for Data Science:

## Best Artificial Intelligence Courses

Artificial intelligence (AI) is an increasingly important field in today’s technology-driven world. The best coding courses in UAE offer AI courses that cover topics such as machine learning, neural networks, and natural language processing. Live classes led by experienced instructors ensure that students gain a strong understanding of AI concepts and techniques, preparing them for future careers in this rapidly growing field. Check out these courses for Artificial Intelligence:

## Best Cyber Security Courses

As our reliance on digital systems and the internet grows, cyber security has become a critical skill in the tech industry. The best coding courses in UAE offer comprehensive training in cyber security, covering topics such as network security, cryptography, and ethical hacking. Live classes with experienced instructors ensure students develop practical skills and stay up-to-date with the latest security trends and threats. Check out this course for Cyber Security:

## Best App Development Courses

App development is a valuable skill in the age of smartphones and tablets. The best coding courses in UAE provide live classes in app development, offering hands-on training in both Android and iOS platforms. With guidance from experienced instructors, students will learn how to design, build, and deploy user-friendly mobile applications that meet modern design standards. Check out this course for App Development:

## Conclusion

Investing in the best coding courses in UAE will equip your child with the skills and knowledge needed to succeed in the ever-evolving tech landscape. By focusing on live classes led by experienced instructors, students receive personalized guidance and support, ensuring a rewarding and engaging learning experience. Whether your child is just starting their coding journey or looking to expand their skillset, the UAE offers a wealth of opportunities to enhance their coding abilities and ignite a lifelong passion for technology.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. Courses are offered for all ages starting as early as 6 years. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

## Best Coding Courses in Ireland

Computer science is the backbone of the digital world, providing the foundation for countless innovations and technologies. Learning computer science equips you with essential problem-solving skills, logical thinking abilities, and an understanding of how software and hardware interact. The best coding courses in Ireland often feature live classes with experienced instructors, ensuring personalized guidance and support throughout your learning journey.

Ireland is home to a thriving tech ecosystem, offering a diverse range of coding courses to suit all skill levels. Many of these courses incorporate live classes, giving students the advantage of real-time feedback and interaction with instructors. The top 10 best coding courses in Ireland include:

1. Python Courses
3. Web Development (HTML, CSS, JavaScript)
4. App Development (iOS, Android)
5. Data Science Courses
6. Cyber Security Courses
7. Artificial Intelligence & Machine Learning Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

As the tech industry continues to evolve, certain programming skills are in higher demand than others. Currently, Python, and JavaScript are among the most sought-after coding languages in Ireland. These languages are popular due to their versatility, ease of use, and wide range of applications in areas such as web development, data analysis, and machine learning.

The average salary for a coder in Ireland depends on factors such as experience, programming languages, and the specific role. However, as a rough estimate, software developers in Ireland can expect to earn between €40,000 and €80,000 per year, with more experienced coders potentially earning higher salaries.

For beginners looking to dive into the world of programming, Python is often recommended as the best coding language to start with. Python is known for its simple syntax, readability, and vast library of resources, making it an ideal choice for those new to coding.

Ireland boasts several reputable coding schools, each offering a range of courses tailored to various skill levels and interests. The best coding school for you will depend on your individual needs and goals. When choosing a coding school, consider factors such as the curriculum, instructors’ expertise, and the availability of live classes for a more interactive and personalized learning experience. PurpleTutor’s coding classes are well-accepted by students across Europe including Ireland. You may schedule a complimentary trial class to experience the same.

For those new to the world of programming, several beginner-friendly computer courses are available in Ireland. These courses typically cover the basics of programming languages such as Python, JavaScript, or HTML and CSS, providing a solid foundation for more advanced topics. For young students as early as 6 years and above, block-based coding which focus on building fundamentals is important. Rather than learning syntax it’s important to build a strong foundation on concepts.

Data analysis involves extracting insights from large datasets to drive better decision-making and innovation. The best coding courses in Ireland offer live classes in data analysis, covering essential topics such as data visualization, predictive modeling, and statistical analysis. By learning from experienced instructors, you’ll develop the skills needed to transform raw data into valuable insights. Check out these courses for Data Science:

Python is a versatile, beginner-friendly programming language with a wide range of applications, from web development to data analysis. The best coding courses in Ireland offer live classes in Python programming, allowing you to interact with instructors and gain hands-on experience. These live classes help you master Python’s syntax, libraries, and best practices, setting the foundation for more advanced topics. Check out these courses for Python:

Web development involves creating and maintaining websites and web applications, using programming languages such as HTML, CSS, and JavaScript. The best coding courses in Ireland provide live classes in web development, offering hands-on training in front-end and back-end technologies. With guidance from experienced instructors, you’ll learn how to build responsive, user-friendly websites that meet modern design standards.

As our reliance on digital systems and the internet grows, cyber security has become a critical skill in the tech industry. The best coding courses in Ireland offer comprehensive training in cyber security, covering topics such as network security, cryptography, and ethical hacking. Live classes with experienced instructors ensure you develop practical skills and stay up-to-date with the latest security trends and threats. Check out this course for Cyber Security:

Artificial Intelligence is one of the fastest growing fields within technology. Check out these courses for Artificial Intelligence:

## Conclusion

Investing in the best coding courses in Ireland will equip you with the skills and knowledge needed to succeed in the ever-evolving tech landscape. By focusing on live classes led by experienced instructors, you’ll receive personalized guidance and support, ensuring a rewarding and engaging learning experience. Students as early at 6 years can start to learn coding, so whether you’re a young student or in high school or an experienced coder looking to expand your skillset, Ireland offers a wealth of opportunities to enhance your coding abilities and boost your career prospects. Investing in the best coding courses in Ireland will equip you with the skills for tomorrow.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. Courses are offered for all ages starting as early as 6 years. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

## Best Coding Courses in Middle East

Coding is the foundation of modern technology, empowering creativity and problem-solving skills. Learning to code helps children develop logical thinking, enhance their communication skills, and provides a competitive advantage in the job market. Moreover, coding is a highly sought-after skill in various industries, making it an invaluable asset for your child’s future.

The best coding course depends on your child’s interests, age, and skill level. For beginners, programming languages like Scratch, or Python are recommended, as they are user-friendly and provide a solid foundation for more advanced topics. As your child progresses, they may explore courses in data science, artificial intelligence, app development, or cyber security.

## Can I Learn Coding in 1 Year?

While it is possible to learn the basics of coding within a year, mastering programming languages and acquiring expertise in specialized fields takes time and practice. The best coding courses in the Middle East offer a range of programs tailored to different skill levels, allowing students to progress at their own pace and build on their existing knowledge.

## Which Coding is Best for Beginners?

For beginners, programming languages like Scratch, and Python are ideal. These languages are designed to be accessible and easy to learn, making them perfect for young learners new to coding.

The Middle East offers a variety of coding courses for kids, covering different programming languages and skill levels. Many of these courses incorporate live classes, providing a more interactive and engaging learning experience. The top 10 coding courses in the Middle East include:

While self-learning is possible, enrolling in a structured coding course with experienced instructors offers numerous advantages. Live classes provide personalized guidance, immediate feedback, and an engaging learning environment, helping students stay motivated and focused on their coding education.

The demand for coding courses in the Middle East varies depending on industry trends and technological advancements. Currently, courses in data science, artificial intelligence, cyber security, and app development are highly sought after due to their relevance in various sectors.

The United Arab Emirates has become a hub for technology and innovation, attracting both local and international talent. In response to this demand, a variety of coding courses have been introduced, providing comprehensive training in various programming languages and disciplines. The best coding courses in UAE emphasize live classes, ensuring that students receive personalized guidance and support from experienced instructors. These courses cater to a diverse range of interests and skill levels, helping children aged 6-18 years develop essential coding skills for their future.

Saudi Arabia has made significant investments in technology and education, creating a thriving environment for coding courses. The best coding courses in Saudi Arabia offer live classes led by experienced instructors, ensuring students receive the support they need to succeed. These courses cover a range of programming languages and specialized topics, from web development and app creation to data science and cyber security, catering to students aged 6-18 years with varying skill levels.

In Qatar, the focus on technology and innovation has led to a growing demand for coding education. The best coding courses in Qatar provide live classes, allowing students to interact with experienced instructors in real-time. These courses cover a variety of programming languages and topics, helping children aged 6-18 years develop essential coding skills for their future careers. From Python and Java to app development and artificial intelligence, Qatar offers a wealth of coding courses for students of all skill levels.

Kuwait has embraced the importance of technology and coding education, leading to the introduction of various coding courses for children. The best coding courses in Kuwait emphasize live classes, providing a more interactive and engaging learning experience. Experienced instructors guide students aged 6-18 years through various programming languages and specialized topics, from web development and app creation to data science and cyber security. These courses cater to different interests and skill levels, helping students develop essential coding skills for their future.

Oman recognizes the importance of coding skills in today’s technology-driven world and has introduced a variety of coding courses to meet this demand. The best coding courses in Oman offer live classes, ensuring that students receive personalized guidance from experienced instructors. These courses cover a range of programming languages and specialized topics, catering to students aged 6-18 years with varying skill levels. From Python and JavaScript to app development and artificial intelligence, Oman offers a wealth of coding courses for students of all skill levels.

Bahrain has invested heavily in technology and education, creating a thriving environment for coding courses. The best coding courses in Bahrain provide live classes led by experienced instructors, ensuring that students receive the support they need to succeed. These courses cover a range of programming languages and specialized topics, from web development and app creation to data science and cyber security, catering to students aged 6-18 years with varying skill levels. By focusing on live classes, students in Bahrain have the opportunity to develop essential coding skills for their future careers.

Python is a versatile and beginner-friendly programming language, making it an ideal choice for young learners. The best coding courses in the Middle East offer live classes in Python programming, allowing students to interact with instructors and gain hands-on experience in real-time. Check out these courses for Python:

Data science courses teach students how to analyze, visualize, and interpret data. The best coding courses in the Middle East provide live classes in data science, covering essential topics such as data manipulation, statistical analysis, and machine learning. Check out these courses for Data Science:

Artificial intelligence (AI) is an increasingly important field in today’s technology-driven world. The best coding courses in the Middle East offer AI courses that cover topics such as machine learning, neural networks, and natural language processing. Live classes led by experienced instructors ensure that students gain a strong understanding of AI concepts and techniques, preparing them for future careers in this rapidly growing field. Check out these courses for Artificial Intelligence:

As our reliance on digital systems and the internet grows, cyber security has become a critical skill in the tech industry. The best coding courses in the Middle East offer comprehensive training in cyber security, covering topics such as network security, cryptography, and ethical hacking. Live classes with experienced instructors ensure students develop practical skills and stay up-to-date with the latest security trends and threats. Check out this course for Cyber Security:

App development is a valuable skill in the age of smartphones and tablets. The best coding courses in the Middle East provide live classes in app development, offering hands-on training in both Android and iOS platforms. With guidance from experienced instructors, students will learn how to design, build, and deploy user-friendly mobile applications that meet modern design standards. Check out this course for App Development:

## Conclusion

Investing in the best coding courses in the Middle East will equip your child with the skills and knowledge needed to succeed in the ever-evolving tech landscape. By focusing on live classes led by experienced instructors, students receive personalized guidance and support, ensuring a rewarding and engaging learning experience. Whether your child is just starting their coding journey or looking to expand their skillset, the Middle East offers a wealth of opportunities to enhance their coding abilities and ignite a lifelong passion for technology.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.
For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. Courses are offered for all ages starting as early as 6 years. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

## Best Coding Courses in Singapore & Bootcamps

The top 10 courses to go after given our research are as under:

1. Python Courses
3. Data Science Courses
4. Artificial Intelligence & Machine Learning Courses
5. Web Development Courses
6. Cyber Security Courses
7. App Development Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

Python is a versatile programming language widely used in various industries, including data analysis, web development, and artificial intelligence. Enrolling in the best Python course in Singapore will equip you with the skills needed to excel in this high-demand field.

With the increasing reliance on digital technology, cybersecurity has become a critical concern for businesses and individuals alike. Pursuing the best cybersecurity courses in Singapore can prepare you to combat cyber threats and safeguard valuable information.

Web development is an essential aspect of the digital world, with websites being the backbone of the internet. The best web development course in Singapore will teach you the skills required to create visually appealing and functional websites

Graphic design plays a vital role in creating engaging visual content for digital and print media. By pursuing the best graphic design course in Singapore, you’ll learn to communicate ideas effectively through eye-catching designs.

Artificial intelligence is revolutionizing industries by automating tasks and making intelligent decisions. Enrolling in the best AI courses in Singapore will help you stay ahead in this rapidly evolving field.

The increasing use of mobile devices has led to a surge in demand for app developers. By taking the best app development courses in Singapore, you’ll gain the skills needed to create engaging and user-friendly mobile applications.

PurpleTutor’s coding bootcamps in Singapore offer immersive learning experiences that equip students with in-demand programming skills. These bootcamps provide hands-on training, mentorship, and support, ensuring students a great learning experience. To book a bootcamp for your school please click below:

Pursuing a computer course has several long-term advantages. Studying computer science has many benefits for students and ensures skill-building. Technology is the way forward and demand for professionals is only going to increase further. Also, given that it’s a knowledge-oriented field, it will remain high-paying too.

• Growing demand for computer professionals
• High-paying jobs
• Versatile career options
• Easy accessibility of courses

Before choosing a computer course, there are several factors to consider. These include the individual’s interests, career goals, and level of experience. Individuals should also consider the duration and cost.

## Conclusion

The best coding courses in Singapore cover a wide range of topics, equipping students with the skills necessary to excel. By considering factors such as course content, instructor quality, and support, you can choose the ideal course.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

# Best Computer Courses & Coding Bootcamps in UK

Below we list down the top 10 coding courses in UK. According to our research these are the best computer courses in UK to learn:

Python is a versatile and beginner-friendly programming language, making it a popular choice for coding courses. Check out these courses for Python:

For those looking to deepen their Python expertise, advanced courses are available. These courses cover topics such as web development, data analysis, and machine learning, allowing learners to specialize in their preferred area.
Check out the below course for details.

Data science courses teach students how to manipulate, analyze, and visualize data using various programming languages and tools. These courses often cover subjects like statistics, data mining, and machine learning, providing a comprehensive understanding of data-driven decision-making.
Check out these courses for Data Science:

Courses in artificial intelligence (AI) and machine learning (ML) are gaining popularity due to their potential to transform industries. Students learn about neural networks, natural language processing, and computer vision, among other topics, equipping them for roles in cutting-edge technology fields.
Check out these courses for Artificial Intelligence:

Web development courses train students in creating and maintaining websites using programming languages such as HTML, CSS, and JavaScript. These courses cater to both front-end and back-end development, teaching the necessary skills to build responsive, user-friendly websites.

With the increasing reliance on technology, the need for skilled cyber security professionals has surged. Cyber security courses cover topics like network security, ethical hacking, and digital forensics, preparing students to protect data and systems from cyber threats.

App development courses teach students to create applications for various platforms, such as iOS and Android. Check out this course for App Development:

Game design courses train students in the creative and technical aspects of developing video games. Courses often cover subjects such as storytelling, character design, programming, and project management.

JavaScript is a widely-used programming language for web development. JavaScript courses teach students to create interactive web applications and are often combined with HTML and CSS courses for a complete web development education.

Roblox courses have gained popularity among younger learners, teaching them to create their own games and experiences using the Roblox platform. These courses introduce programming concepts and design principles in a fun and engaging way.

Coding bootcamps provide an intensive and practical learning experience, equipping students with the skills needed for a successful career in tech. PurpleTutor offers coding bootcamps for schools, fostering a strong foundation in programming and preparing students for future opportunities in the tech industry. Please click the button below to book a bootcamp for your school.

Ensure the course covers relevant topics and offers a comprehensive curriculum that aligns with your career goals.

Choose courses with experienced instructors who have practical knowledge in the field.

Select courses or bootcamps that provide job placement assistance and support throughout the learning process.

course and explore financing options, such as scholarships or payment plans, to make the investment more manageable.

Choose a course that fits your schedule and learning preferences, whether it’s a short-term bootcamp or a long-term, part-time course.

## Conclusion

The UK offers a wide range of computer courses to cater to the diverse interests and goals of aspiring tech professionals. From Python and web development to AI and cyber security, there’s a course to suit everyone’s needs. Coding bootcamps, like those provided by PurpleTutor for schools, are an excellent way to gain practical skills and get exposed to coding. By considering factors such as course content, instructor quality, and job placement support, you can select the best computer course in the UK to advance your learning and achieve success in the ever-evolving world of technology.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

# Machine Learning with Python Course

## What makes Machine Learning and Python the best combination?

With Machine Learning (ML), computers can understand data much like humans do with the help of artificial intelligence. Machine learning with Python course allows one to understand artificial intelligence that identifies patterns in raw data by employing algorithms. A key objective of machine learning with Python is to allow computer systems to learn from experience without engaging in explicit programming. Using the top programming languages like Python Machine Learning models are designed.

Artificial Intelligence and Machine Learning in Python are among the hottest fields of computer science right now, dominating research and development around the globe. Because of its simplicity, flexibility, and support for open-source libraries, Python is one of the most dominant languages in Machine learning with Python programming. In PurpleTutor’s Python Machine Learning course, students learn the skills required for Machine Learning using Python. Our Python and Machine Learning course is undoubtedly the best course for newbies. Get to know more about the course details by reading this article.

## What will you learn in the course?

The Python Machine Learning course is designed based on the age group and duration. Here are the two categories of Machine Learning with Python online courses.

### Ages 12-14 years (Early Achievers Course)

This is the Python Core course which is split into 3 parts as follows:

• INTRODUCTION TO PYTHON PROGRAMMING – During these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
• ADVANCED PYTHON PROGRAMMING – Students will explore advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists, and dictionaries.
• ARTIFICIAL INTELLIGENCE – Students are introduced to AI and Machine Learning. They will create voice, image, and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.

### Ages 15+ years (Young Professionals Course)

This is what the Python Core course covers for the students of this age group:

• PYTHON BASICS – Students will learn the core Python programming concepts, during these coding classes. They will get hands-on experience in activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
• PYTHON DATA STRUCTURES – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. they will be given the practice of writing code on how to manipulate data in these data structures using Python functions. Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.
• INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING – Students will be introduced to AI and then explore the applications, limitations, biases, ethics, and future of AI. They will gain an understanding of basic AI terms such as supervised learning, unsupervised learning, deep learning, and neural networks.

## How will students benefit by choosing our Machine Learning with Python Course?

PurpleTutor’s Python Machine Learning Course offers several benefits for students who are interested in this field:

• Expert instructors:  Experienced instructors in the field of machine learning teach our courses. With their deep knowledge of the subject matter, they can offer students valuable guidance and insight.
• Personalized learning: Students will benefit from personalized learning experiences in our Python Machine Learning course. To help each student succeed, we offer individual attention and support based on their learning styles and needs.
• Hands-on projects: We include several hands-on projects in our Machine Learning course that allow students to apply their skills and knowledge to real-world problems. Projects like these provide students with valuable experience and allow them to build a portfolio of work to showcase their skills.
• Industry-relevant skills: The course provides students with skills that industry professionals demand. Upon completion of our course, students will have the knowledge and skills needed to succeed in machine learning.
• Flexible schedule: Python Machine Learning Course is designed to be flexible, allowing students to learn at their own pace. Online learning makes the course available to students from anywhere in the world.

Overall, students who choose PurpleTutor’s Python Machine Learning course can expect to receive a comprehensive and engaging learning experience that prepares them for a successful career in Python programming. The courses are designed to provide students with the knowledge, skills, and confidence they need to become proficient Python developers.

## Course Content, Duration, and Certificate

To view the details of the Python with Machine Learning Course for each age group, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 INTRODUCTION TO PYTHON PROGRAMMING 20 2 ADVANCED PYTHON PROGRAMMING 30 3 ARTIFICIAL INTELLIGENCE 40

### Ages 15+ years (Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirements

• For the Python and Machine Learning courses, there are no coding prerequisites needed, since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online coding classes.

1. Can I try a free class for coding?
A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

2. Is Python with Machine Learning course schedule flexible?
A: Python with Machine Learning course is flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether Machine Learning using course is right for any student?
A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the Python Machine Learning course?
A: Students get certificates after completion of each course. The certificate recognizes the skills the student learned, and the level of mastery achieved.

5. What do you require to enroll in the Python Machine Learning course from PurpleTutor?
A: You need a laptop/computer with a webcam and a stable internet connection. There are no coding prerequisites to start with Artificial Intelligence. We recommend students take our Python courses before starting with Data Science.

6. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

7.What level will any student reach in coding after completing the course?
A: Students learn everything about Artificial Intelligence during the course like machine learning, computer vision, natural language processing, text recognition, voice recognition, and image recognition. According to the Python Machine Learning course that they have undertaken, they will learn as per the curriculum.

4SPAIML

# Best Computer Courses in the USA

## Why Computer Courses are important?

Computer courses help individuals develop essential skills that are needed in today’s world. With the rise of automation and digitalization, having computer skills has become a crucial aspect of employability. Computer courses also help individuals stay up-to-date with the latest technological advancements, making them more competitive in the job market.

## Which are the Top 10 Computer Courses in demand in USA?

There are many best computer courses in the USA. Given the importance of computer science education, it is important to choose the best computer course given the limited time available at each students’ hands. One can look at various aspects including prior knowledge, interest, comfort, future job prospects to determine the best computer course apt for you. For school children getting knowledge of coding from an early age inculcates interest and shows the importance of programming. Everyone may not want to become a coder or programmer, but getting knowledge of programming only adds to one’s skill sets. Below is the list of top 10 computer courses in demand:

1. Python Courses
3. Data Science Courses
4. Artificial Intelligence & Machine Learning Courses
5. Web Development Courses
6. Cyber Security Courses
7. App Development Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

## Best Python Courses

Python is a versatile programming language that is used in a wide range of applications, from web development to artificial intelligence. Learning Python can be a valuable asset, especially for individuals interested in data science or machine learning. Check out these courses for Python:

## Best Data Science Courses

Data science is a rapidly growing field that focuses on extracting insights from large datasets. Data science courses equip individuals with skills in statistics, data visualization, and programming, making them valuable assets in today’s data-driven world. Check out these courses for Data Science:

## Best Artificial Intelligence Courses

Artificial intelligence (AI) is transforming the way we live and work, and there is a growing demand for professionals with AI skills. AI courses cover topics such as machine learning, natural language processing, and computer vision. Check out these courses for Artificial Intelligence:

## Best Cyber Security Courses

Cybersecurity is a critical concern for individuals and organizations alike. Cybersecurity courses equip individuals with the skills to prevent and respond to cyber threats, making them valuable assets in the tech industry. Check out this course for Cyber Security:

## Best App Development Courses

Mobile applications have become an essential part of our daily lives, and app development courses teach individuals how to design, develop, and deploy mobile applications for both Android and iOS devices. Check out this course for App Development:

## Advantages of Pursuing Computer Courses

Pursuing a computer course has several advantages. Studying computer science has many benefits for students. Technology is the way forward and demand for professionals is only going to increase further. Also, given that it’s a knowledge-oriented field, it will remain high-paying too.

• Growing demand for computer professionals
• High-paying jobs
• Versatile career options
• Easy accessibility of courses:

## Factors to Consider Before Choosing a Computer Course

Before choosing a computer course, there are several factors to consider. These include the individual’s interests, career goals, and level of experience. Individuals should also consider the duration and cost.

## Conclusion

Pursuing a computer course in USA can provide a host of benefits, from high-paying job opportunities to versatile career options, and for young students it’s an exposure at an early age to the world of technology. By considering the factors discussed in this article, parents and students can choose the best computer course in USA for their needs and goals. Whether you’re a student looking to build a career in computer science or a parent hoping to set your child on the right path, the right computer course can make all the difference.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. We offer math courses too.

Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

# Best Computer Courses in India

## Why Computer Courses are important?

Computer courses, programming or coding is getting to be an essential skill today. Besides the obvious around us, that technical/IT jobs are high-paying and there is gap that exists in the industry between demand and supply, it also important to understand that learning programming has so many benefits. It may open a plethora of job prospects. Also, it leads to development of skills such as problem solving, creativity, logical thinking, teamwork, and many more.

However, with so many computer courses available in India, it can be challenging to choose the right one. In this article, we’ll take a closer look at the best computer courses in India that can help you enhance your skills and improve your career prospects.

## Which are the Top 10 Computer Courses in demand in India?

There are many best computer courses in India. Given the importance of computer science education, it is important to choose the best computer course given the limited time available at each students’ hands. One can look at various aspects including interest, prior knowledge, comfort, future prospects to determine the best computer course apt for you. Even for school children getting knowledge of coding from an early age inculcates interest and shows the importance of programming. Everyone may not want to become a coder or programmer, but getting knowledge of programming only adds to one’s skill sets. Below is the list of top 10 computer courses in demand in India:

1. Python Courses
3. Data Science Courses
4. Artificial Intelligence & Machine Learning Courses
5. Web Development Courses
6. Cyber Security Courses
7. App Development Courses
8. Game Design Courses
9. JavaScript Courses
10. Roblox Courses

## Best Python Courses

If you’re looking to learn Python, one of the most popular programming languages in the world, there are numerous courses available in India. By choosing the best Python course, you can gain a strong foundation in the language, learn how to build applications and websites, and become proficient in data analysis and machine learning. PurpleTutor offers some of the best Python courses in India from basic to advanced Python, which offer comprehensive training in Python programming and help you build real-world projects. Check out these courses for Python:

## Best Data Science Courses

Data science is a rapidly growing field that combines statistics, computer science, and domain knowledge to analyze and interpret complex data sets. Pursuing a data science course in India can provide you with the skills and knowledge required to become a data scientist or analyst. PurpleTutor offers many courses on Data Science, which cover topics such as data visualization, machine learning, and predictive analytics. Check out these courses for Data Science:

## Best Artificial Intelligence Courses

Artificial intelligence is revolutionizing the way we live and work, and pursuing an AI course in India can open up numerous career opportunities. By learning about machine learning, natural language processing, and robotics, you can gain the skills required to become an A.I. engineer, researcher, or developer. PurpleTutor offers many courses on artificial intelligence which offer hands-on training in AI technologies and help you build intelligent systems. Check out these courses for Artificial Intelligence:

## Best Cyber Security Courses

With cyber threats on the rise, the demand for cybersecurity professionals is increasing rapidly. Pursuing a cyber security course in India can provide you with the knowledge and skills required to protect digital assets and secure networks. PurpleTutor offers the best cyber security courses which cover topics such as network security, cryptography, and ethical hacking. Check out this course for Cyber Security:

## Best App Development Courses

App development is a rapidly growing field, and by pursuing an app development course in India, you can learn how to build mobile and web applications that are user-friendly and functional. PurpleTutor offers app development courses in India which cover topics such as iOS and Android app development, web app development, and UI/UX design. By choosing the best app development course, you can gain the skills required to become a successful app developer and build apps that users will love. Check out this course for App Development:

## Advantages of Pursuing Computer Courses in India

In today’s world, computer literacy is becoming increasingly important, and pursuing computer courses in India can provide a host of benefits for both parents and students. Here are some of the advantages:

• Growing demand for computer professionals: The IT industry in India is rapidly growing, leading to a surge in demand for skilled computer professionals. Pursuing a computer course can help students develop the necessary skills to meet this demand, making them highly employable.
• High-paying jobs: Computer science is one of the highest-paying professions in India, with salaries ranging from INR 3-10 lakh per annum for entry-level positions. Pursuing a computer course can open up various high-paying job opportunities, ensuring a bright future for students.
• Versatile career options: A computer course equips students with skills that are relevant across a range of industries, allowing them to pursue a variety of career options. Whether they are interested in healthcare, finance, education, or government, a computer course can provide them with the necessary skills to excel.
• Easy accessibility of courses: Computer courses are widely available in India, with numerous institutions offering various programs at affordable prices. Students can opt for online or classroom-based learning, depending on their preferences and convenience.

## Factors to Consider Before Choosing a Computer Course

When choosing a computer course, there are several factors that parents and students should consider. Here are some of the key considerations:

• Interest and aptitude
• Course duration and fees
• Accreditation and recognition
• Course content and syllabus

## Conclusion

Pursuing a computer course in India can provide a host of benefits, from high-paying job opportunities to versatile career options, and for young students it’s an exposure at an early age to the world of technology. By considering the factors discussed in this article, parents and students can choose the best computer course in India for their needs and goals. Whether you’re a student looking to build a career in computer science or a parent hoping to set your child on the right path, the right computer course can make all the difference.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

4. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence CoursesCyber SecurityRoblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

37BST_CRS

# AI With Python Course

## Why AI with Python course the right choice for students?

In every industry and research discipline, AI-enhanced applications are making better use of the insights gleaned from data. When it comes to addressing the numerous challenges faced by organizations, the top AI companies rely on the popular programming language, Python. Using Python AI techniques, the tools and methods driving this revolution process the massive piles of data that are generated each day and then take action in a meaningful way. The purpose of this article is to provide insight into Purple Tutor’s Python AI Course, exploring the key concepts that enabled it through a tour of important topics. With the goal of educating students and pushing the field of Python AI forward, we cover widely-used libraries and concepts, collected together for holistic comparison.

In conclusion, learning AI with Python can be an excellent choice for students who want to build a career in AI. In order to pursue a career in the tech industry, students should learn Python’s AI capabilities. It is recommended that students learn Python basics prior to learning AI and ML concepts. Using Python, students can gain proficiency in AI and ML. Enroll in Purple Tutor’s live Python AI online classes if you would like to learn more about Artificial Intelligence and Machine Learning with Python.

## What will you learn in the course?

The Python AI course is designed based on the age group and duration. The two categories of Machine Learning with Python online courses are as follows:

### Ages 12-15 years (Early Achievers)

This is the Python Core course which is split into 3 parts as follows:

• INTRODUCTION TO PYTHON PROGRAMMING – During these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
• ADVANCED PYTHON PROGRAMMING – Students will explore advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists, and dictionaries.
• ARTIFICIAL INTELLIGENCEStudents are introduced to AI and Machine Learning. They will create voice, image, and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.

### Ages 15+ years (Young Professionals Course)

This is what the Python Core course covers for the students of this age group –

1. PYTHON BASICS – Students will learn the core Python programming concepts, during these coding classes. They will get hands-on experience in activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
2. PYTHON DATA STRUCTURES – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. they will be given the practice of writing code on how to manipulate data in these data structures using Python functions. Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.
3. INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING – Students will be introduced to AI and then explore the applications, limitations, biases, ethics, and future of AI. They will gain an understanding of basic AI terms such as supervised learning, unsupervised learning, deep learning, and neural networks.
Wanted to know about the Traditional approach to Artificial Intelligence, then watch this video!

## How will students benefit by choosing our Python AI Course?

Learning Python and Artificial Intelligence through a Purple Tutor’s Python AI course can offer several benefits to students. It can increase their job prospects, provide them with industry-relevant skills, and offer hands-on learning opportunities. Python and AI skills are versatile and can be used for a range of applications, making them an essential part of any student’s skill set.
The combination of AI and Python has opened up new opportunities for students, and learning AI with Python can be an excellent choice for students who want to build a career in AI. In this article, we will discuss why AI with Python is the right choice for students.

• Popularity and Relevance: Python is one of the most popular programming languages for AI and machine learning. Many AI applications and frameworks, such as TensorFlow, Keras, and PyTorch, are built using Python. Learning AI with Python can be a valuable skill for students interested in pursuing a career in the tech industry.
• Easy to Learn: Python is a simple and easy-to-learn language that has a low learning curve. Its syntax is easy to read and write, and it is ideal for beginners who are starting with AI development.
• Versatility: Python is a versatile language that can be used for a wide range of applications, including web development, scientific computing, data analysis, and machine learning. This makes it an ideal choice for students who want to learn AI and explore different applications of AI.
• Powerful Libraries: Python has several powerful libraries for AI and machine learning, including TensorFlow, Keras, PyTorch, and Scikit-learn. These libraries provide a range of tools and functions that make it easier to implement complex AI and ML algorithms.
• Career Opportunities: AI is a rapidly growing field, and the demand for AI professionals is expected to increase significantly in the coming years. Students who learn AI with Python can build a career in a range of industries, including healthcare, finance, retail, and more.
• Hands-On Learning: The AI with Python course typically includes hands-on exercises and projects, which allow students to apply what they have learned. This hands-on learning approach helps students to develop their skills and gain practical experience.

The demand for AI professionals is expected to increase significantly in the coming years. The hands-on learning approach in the AI with Python course allows students to develop their skills and gain practical experience, making them job ready.

## Course Content, Duration, and Certificate

To view the details of the Python AI course for each age group, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 INTRODUCTION TO PYTHON PROGRAMMING 20 2 ADVANCE PYTHON PROGRAMMING 30 3 ARTIFICIAL INTELLIGENCE 40

### Ages 15+ years (Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirements

• For the Python and Machine Learning courses, there are no coding prerequisites needed, since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online coding classes.

1. Can I try a free class for coding?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Is the Python AI course schedule flexible?
A: Python AI course is flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether Machine Learning using course is right for any student?
A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the Python AI course?
A: Students get certificates after completion of each course. The certificate recognizes the skills the student learned and the level of mastery achieved.

5. What do you require to enroll in the Python AI course from PurpleTutor?
A: You need a laptop/computer with a webcam and a stable internet connection. There are no coding prerequisites to start with Artificial Intelligence. We recommend students take our Python courses before starting with Data Science.

6. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

7. What level will any student reach in coding after completing the Python AI course?
A: Students learn everything about Artificial Intelligence during the course like machine learning, computer vision, natural language processing, text recognition, voice recognition, and image recognition. According to the Python AI  course that they have undertaken, they will learn as per the curriculum.

36SP_AI_WTH_PYN

# Computer Science Course List

## Why Computer Science Courses are essential for students?

The Purple Tutor’s computer science course list is spiced up with a wide range of topics, including programming languages like Python and JavaScript, web development, mobile app development, and data science. These courses are designed to be flexible, catering to both beginners and advanced learners. Each course is divided into modules, which are further broken down into lessons. These lessons are delivered through video lectures, readings, fun-filled projects, etc., All the offerings of the programs in the Computer Science Course List are designed to be engaging and interactive, with quizzes and assignments that test learners’ understanding of the material.

As the demand for computer science skills continues to grow, it’s essential for the younger generation to learn coding by choosing the best from the Computer Science Course list. This will benefit them not only in career opportunities but also in the valuable problem-solving and logical thinking skills that coding teaches. Without further ado, check out the article that outlines how you can make a gentle on-ramp into the world of coding by reviewing the details of the Computer Science course list.

The popularity of online coding for students has grown in recent years. Technology and the internet have made it possible for students to learn to code from home. No matter where you live, online coding classes can provide your child with quality coding education.

Students between the ages of 6 and 15 can take online computer science related courses with Purple Tutor. A variety of CS courses can be found on our Computer Science Course list. This includes Scratch coding, Python, Artificial Intelligence, 2D and 3D animation, game design, Java Script, web development, space technology, and application development. Coding courses in the Computer Science Course list are designed to be engaging and interactive, allowing children to learn and develop their problem-solving skills as they learn.

The following groups of students can learn coding online with PurpleTutor, by selecting one of the programs in the Computer Science Course list:

### Age 6 to 8 Years (Lil Champs Course)

1. BASIC PROGRAMMING CONCEPTS – Understanding basic concepts of programming such as commands, sequencing, algorithm, and code through unplugged activities and puzzles.
2. ADVANCED PROGRAMMING CONCEPTS – Exploration of advanced concepts of programming and how to use them in building personalized projects for visual storytelling and games.
3. BASIC ANDROID APP DEVELOPMENT- Knowing the basics of UI/UX design and developing simple apps, using the Thunkable interface.
4. ADVANCE ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
5. SCRATCH AND ARTIFICIAL INTELLIGENCE – Experiencing Scratch programming interface using a movie-making project and a game project. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
6. SPACE TECHNOLOGY: Our computer science online course on Space Technology will help you unravel the mysteries of space by building fascinating games and prototypes based on the concepts of space.

### Age 9 to 11 Years (Young Learners Course)

1. BASIC PROGRAMMING CONCEPTS – Developing an understanding of programming concepts such as commands, sequencing, algorithms, and code through unplugged activities.
2. 2D ANIMATION AND GAME DESIGN – Creating beautiful landscapes, and drawings as well as developing animations and interactive games using JavaScript in a Block-Based Coding environment.
3. ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable.
4. ADVANCED ANDROID APP DEVELOPMENT – As a part of CS Courses students can experiment with the creation of advanced apps such as game apps, quiz apps, etc.
5. SCRATCH AND ARTIFICIAL INTELLIGENCE – Experiencing Scratch programming interface using a movie-making project and a game project. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform
6. INTRODUCTION TO PYTHON PROGRAMMINGLearning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands
7. 3D ANIMATION AND GAME DESIGN –Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
8. SPACE TECHNOLOGY – There are also computer science related courses that focus on Space Technology, where students can design and build fascinating games and prototype models based on Space concepts.
9. WEB DEVELOPMENT AND CYBER SECURITY – Creating their own website using HTML commands and styling it using CSS. Exploration of the safe techniques to be followed while working on the internet .
10. INTRODUCTION TO DATA SCIENCE – Learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Age 12 to 15 Years (Early Achievers Course)

1. 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT – Creating beautiful landscapes, and drawings as well as developing animations and interactive games using JavaScript in a Block-Based Coding environment.
2. INTRODUCTION TO PYTHON PROGRAMMING – Learning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands.
3. ADVANCED PYTHON PROGRAMMING – Exploration of advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists, and dictionaries.
4. ARTIFICIAL INTELLIGENCE – Practical experience in the making of voice, image, and text recognition projects using teachable machines and Scratch using Artificial Intelligence. Opportunity to create various image and video manipulation projects using the CV2 library of Python.
5. ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable. Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
6. WEB DEVELOPMENT – Creating their own website using HTML commands and styling it using CSS.
7. 3D ANIMATION AND GAME DESIGN – Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
8. DATA SCIENCE – PYTHON – Learning to use Python Panda library commands to create dataframes and CSV File handling techniques. Representation of the data using Python Matplotlib library.
9. SPACE TECHNOLOGY – Building 3D models and simulations of the functionalities, based on the concepts of space and the technology that is used for it. Exposure to Tech-driven projects in 3D.

### Age 15+ Years (Young Professionals Course)

1. PYTHON BASICS – Understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
2. PYTHON DATA STRUCTURES – Exploration of advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. Learning to code how to manipulate data in these data structures using python functions. The course ends with a thorough conceptual understanding of searching and sorting algorithms
3. DATA SCIENCE FUNDAMENTALS WITH PYTHON – Learning how to use the math, random, and statistics Python libraries that are used in Data Science. Understanding of Object Oriented Programming concepts and their applications.
4. DATA SCIENCE WITH PYTHON – Knowing statistics module functions on data. Learning how to organize and manipulate data using NumPy. Representing data in graph using Mathplotlib
5. INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGExploration of the applications, limitations, biases, ethics, and future of AI. Understanding the basic AI terms such as supervised learning, unsupervised learning, deep learning and neural networks.

Demand for computer science professionals continues to rise, leading to mouth-watering financial benefits. Also, if you have high entrepreneurial spirits and are a computer science expert, you can start your own business. For one, computer science, technology, and engineering fields have created fascinatingly impressive improvements in various industries.

There are numerous reasons why one should consider picking up one of the CS courses from the Purple Tutor’s Computer Science Course list. Here are some of the most compelling reasons:

• High Demand in the Job Market: Many of the programs in the Computer Science Course list are in high demand in the job market. Learning these skills can significantly enhance your employability and open up new job opportunities.
• Competitive Advantage: Having expertise in programming languages, web development, data science, or cybersecurity can give you a competitive advantage in the job market. Employers are always looking for candidates with specialized skills and knowledge to contribute to their organization.
• Flexibility: The Computer Science related Courses offered by Purple Tutor are entirely online, making them highly flexible. You can learn at your own pace and schedule your study time around your other commitments.
• Practical Skills: The programs included in the Computer Science Course list are designed to provide practical skills that you can use in your everyday life. Whether it’s building a website, creating a mobile app, or analyzing data, you can apply these skills to various aspects of your personal and professional life.
• Future-Proofing: As technology continues to advance rapidly, learning computer science skills can future-proof your career. These skills are likely to remain in high demand for years to come, making them a worthwhile investment in your professional development.

In conclusion, pursuing a program from the Purple Tutor’s Computer Science Course list can offer you numerous benefits, including enhanced employability, competitive advantage, practical skills, flexibility, and future-proofing. Whether you’re a beginner or an advanced learner, there’s something for everyone on the Computer Science Course list.

## Course Content, Duration, and Certificate

We offer the best coding classes for students with a world-class curriculum designed by industry experts.

Please click on each course’s name to view its detailed course content. Each one of the CS courses will consist of a number of one-hour sessions. After completing each computer science online course, students will receive a certificate.

### Ages 6-8 years(Little Champs Course)

 SL. No. Course Name Duration(hrs) 1,2 BASIC PROGRAMMING CONCEPTS + ADVANCED PROGRAMMING CONCEPTS 30 (10+20) 3, 4 BASIC ANDROID APP DEVELOPMENT + ADVANCE ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 30 6 SPACE TECHNOLOGY 40

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 BASIC PROGRAMMING CONCEPTS 10 2 2D ANIMATION AND GAME DESIGN 20 3,4 ANDROID APP DEVELOPMENT + ADVANCED ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 50 6 INTRODUCTION TO PYTHON PROGRAMMING 20 7 ADVANCE PYTHON PROGRAMMING 30 8 3D ANIMATION AND GAME DESIGN 40 9 SPACE TECHNOLOGY 40 10 WEB DEVELOPMENT AND CYBER SECURITY 40 11 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT 20 2 INTRODUCTION TO PYTHON PROGRAMMING 20 3 ADVANCED PYTHON PROGRAMMING 30 4 ARTIFICIAL INTELLIGENCE 40 5 ANDROID APP DEVELOPMENT 25 6 WEB DEVELOPMENT 40 7 3D ANIMATION AND GAME DESIGN 40 8 DATA SCIENCE – PYTHON 45 9 SPACE TECHNOLOGY 40

### Ages 15+ years (Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25) 4 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirements

• For the majority of the CS courses for students, there are no coding pre-requisites needed, since the computer science related courses will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take any of our computer science online courses  for students.
• To take any of the Data Science coding courses, the student needs to have knowledge of core Python programming concepts.
• For the 3D Animation and Game Design course and the Space Tech course for the Age group 12-15 years, please go through Roblox hardware and OS requirements as mentioned here

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. How do I know if a student can follow the coding course easily?
A: The teachers assess the level of the student in the demo class and then will suggest whether to go ahead with the online coding courses.

4. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

5. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years. Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

33SP_COMP_CLSES_KDS

# Data Science And Machine Learning Course

The first benefit is that they provide students with the knowledge and skills required to analyze large datasets. Second is that data-driven businesses today seek professionals who possess data insights and are able to work with data. There is one crucial reason why Data Science and Machine Learning course is so popular. Through Data Science and Machine Learning, “Taking better decisions and making smart actions through high-value predictions in real-time is possible even without the help of humans”

Several career opportunities await Data Scientists in the future. A number of industries are expected to benefit from Data Science 2030, including banking, finance, insurance, entertainment, telecommunications, automobiles, etc. For anyone interested in working in data science, machine learning, and data science courses are essential. The courses provide students with the skills and knowledge needed to analyze large datasets, use advanced analytics tools, and work with machine learning algorithms. In today’s data science world, taking the best data science and machine learning courses makes you a future-ready Data Scientist.

## What will you learn in the course?

The Data Science and Machine Learning course is designed based on the age group and duration. We have age-appropriate courses across all levels. The categories of AI Machine Learning courses online are as follows:

### Age 6 to 9 Years (Lil Champs Course)

During Artificial Intelligence classes, students are given a quick overview of the Scratch programming interface and are then introduced to the basics of Artificial intelligence concepts and terms. Projects based on Text, Voice, and Image recognition are done by the students.

### Age 10 to 11 Years (Young Learners Course)

The Artificial Intelligence course begins with a brief overview of the Scratch programming interface, as well as a basic introduction to the concept and terminology of artificial intelligence at the beginning of the Artificial Intelligence Data Science course. Students develop projects involving text, voice, and image recognition.
During Data Science classes, students will explore and understand different types of data and their real-life applications. They will also be able to analyze data and represent it using different types of charts and infographics.

### Age 12 to 14 Years (Early Achievers Course)

Data Science and Machine Learning course begins with students learning about Machine Learning and Artificial Intelligence through various Google AI experiments. Through various image and video manipulation projects created during our AI and ML Courses with the CV2 library of Python, they examine how computers visualize images.

During the Data Science course, students will explore and understand different types of data and their real-life applications. They will be introduced to the working of Google Sheets and will learn how to analyze data, read data from the CSV file, and finally analyze data. Students will learn how to visually represent the data using different types of charts and infographics.

### More than 15 Years (Young Professionals Course)

In this ML and AI course, students will explore AI’s applications, limitations, biases, ethics, and future after discussing what AI is. As part of this course, they will learn about supervised learning, unsupervised learning, deep learning, and neural networks, which are all basic AI terms.

In the Data Science course, students will learn about different types of data and their real-life applications. Analyzing data will be done using Numpy, a Python module. Dataframes will be created using Python Panda library commands. By using Pandas, students will learn how to read data from CSV files and analyze data with data frames. Data will be visually represented using the Python Matplotlib library.

Looking for Machine Learning Course online?
Check out PurpleTutor’s Artificial Intelligence and Data Science free online course for beginners!

The need for machine learning and data science courses is driven by the demand for skilled professionals in these fields, advancements in technology, and the importance of data-driven decision-making in various industries. Here are some factors that can influence the need for machine learning and data science courses:

1. Job Market: The demand for professionals with skills in machine learning and data science is growing rapidly. This has led to an increase in the number of job openings and higher salaries for individuals with these skills. This creates a need for individuals to acquire the skills necessary to enter or advance in these fields.
2. Industry-Specific Demand: Different industries, such as healthcare, finance, and marketing, are increasingly relying on machine learning and data science. This creates a need for professionals with specialized knowledge in these industries.
3. Technology Advancements: The rapid advancements in technology have made it easier to collect and store large amounts of data. This has led to an increase in the need for professionals who can work with these technologies.
4. Data-Driven Decision-Making: Companies are increasingly relying on data to make strategic decisions. This has led to a need for individuals who can analyze and interpret data to provide insights that can drive business decisions.
5. Personal and Professional Development: Machine learning and data science courses can provide individuals with opportunities to develop their skills and advance their careers. This can include learning new technologies, acquiring new skills, or advancing in their current careers.
6. Shortage of data scientists: Being a data scientist is one of the most in-demand jobs today. Nevertheless, this career still has a shortage of workers. This might be due to the fact that it’s a challenging course.
7. Availability of Courses: The availability of machine learning and data science courses has increased, with many universities and online platforms offering courses in these fields. This creates an opportunity for individuals to acquire the skills they need to enter or advance in these fields.

## Course Content

### AGE 6 TO 8 YEARS (LIL CHAMPS COURSE)

During Scratch and Artificial Intelligence classes, students learn about the Scratch programming interface through a movie-making project and a game project. They are then introduced to the basic concepts and terminology of artificial intelligence. They then create Scratch projects using machine learning models that recognize text, voice, and image commands.

 SCRATCH AND ARTIFICIAL INTELLIGENCE Session Concept 1 Overview of Scratch Interface 2 Sprites 3 Algorithms & Scene Building 4 & 5 Movie Making 6 & 7 Events & Game Design 8 & 9 Conditionals 10 Formative Assessment TEXT RECOGNITION 11 Introduction to Artificial Intelligence 12 History of AI 13 How does AI work? 14 & 15 Text recognition 16 Chatbots 17 & 18 Events and Text recognition VOICE RECOGNITION 19 Storyboarding 20 & 21 Voice Recognition 22 Formative Assessment IMAGE RECOGNITION 23 Image Detection, Recognition 24 Image classification with machine learning 25 Introduction to Teachable Machine 26 & 27 Image recognition 28 Face Recognizer 29 Shy Panda 30 Formative Assessment

### AGE 9 TO 11 YEARS (YOUNG LEARNERS COURSE)

During the initial phase of our online Artificial Intelligence classes, students will get introduced to the Scratch Programming interface through movie making and game projects. After having understood the basics of what AI is, students will get explored the coding concepts involving conditionals, events, lists, functions, and so on. The students then learn to train machine models to recognize text, voice, and image commands and use the same models to create projects in Scratch.

 SCRATCH AND ARTIFICIAL INTELLIGENCE Session Concept 1 Scratch Coding & Movie Making 2 Sprites 3 Algorithms & Scene Building 4 & 5 Movie Making 6 & 7 Events & Game Design 8 & 9 Conditionals 10 Etch-Sketch 11 & 12 Cloning 13 & 14 Operators 15 & 16 List 17 & 18 Function 19 & 20 Video Sensing 21 Formative Assessment TEXT RECOGNITION 22 Introduction to Artificial Intelligence 23 History of AI 24 How does AI work? 25 & 26 Emotion Detector Bot 27 & 28 Chatbot 29 & 30 Smart Room 31 & 32 News Paper 33 Formative Assessment VOICE RECOGNITION 34 Storyboarding 35 Alien Walk 36 Jargon Buster 37 Secret Code 38 Formative Assessment IMAGE RECOGNITION 39 Image Detection, Recognition 40 Image classification with machine learning 41 Teachable Machine 42 & 43 Chameleon 44 Emoji Mask 45 Face Recognizer 46 Laser Eyes 47 Introduction to Fooled Project 48 Fooled Project – Coding & Testing 49 Shy Panda 50 Formative Assessment

While pursuing Data Science, students will explore and understand different types of data and their real-life applications. They will be introduced to the working of Google Sheets and will learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. During the data analysis module, they will learn the Python Pandas library commands to read data from the CSV file and create data frames to analyze data.

 INTRODUCTION TO DATA SCIENCE Session Concept 1 Introduction to Data and Data Science 2 Introduction to Google sheets 3 4 Using formulae in Google Sheets 5 6 Formative Assessment 7 Event Planning 8 Data Visualization 9 10 Data Representation 11 12 Data Visualization techniques 13 Data cleanup 14 15 Introduction to Infographics 16 Creating the Infographic 17 Formative Assessment 18 Introduction to Data Analysis & Python Basics 19 20 21 Introduction to Pandas Series 22 Introduction to pandas DataFrames 23 24 25 Introduction Pandas Statistical Functions 26 Working with Text Files and .csv Files in Python 27 28 Pandas Plotting 29 30 Formative Assessment

### AGE 12 TO 15 YEARS (EARLY ACHIEVERS COURSE)

We offer one of the best AI and ML courses that make the students get introduced to the world of Artificial Intelligence. They will get a chance to experiment with various AI experiments and understand the power of AI. They then create voice, image, and text recognition projects using teachable machines and Scratch. Following this, they use the CV2 library of Python to explore how computers visualize images and manipulate images.

 ARTIFICIAL INTELLIGENCE Session Concept 1 What is Artificial Intelligence? 2 History of AI 3 How does AI work? 4 & 5 Emotion Detector Bot 6 & 7 Smart Room 8 Image detection, recognition, and Image classification with ML 9 Teachable Machine & Introduction To Chameleon 10 Coding Chameleon & Introduction To Fooled 11 Coding “Fooled” 12 Emoji Mask & Creating Face Filters 13 & 14 Image Representation 15 How computers read images? 16 Getting Started with Image Processing 17 Edit Grayscale images 18 Color images with 3D Arrays 19 & 20 Edit Color images 21 Edit backgrounds 22 Formative Assessment 23 & 24 Edge Detection 25 & 26 Face Detection 27 & 28 Invisibility Cloak 29 Formative Assessment 30 Machine Learning Algorithms 31, 32 & 33 Decision Trees 34 Ethics and Bias in Machine Learning 35 Neural Networks 36, 37 & 38 Chatbot Project 39 & 40 Make Me Happy Project

As students pursue the Data Scientist course, they will explore and understand different types of data and their real-life applications. Data analysis will be taught using the Python Numpy module and Google Sheets. Students will learn how to create data frames using Python Panda’s commands. With Pandas, students will read and analyze CSV files using data frames. Matplotlib is a Python library that helps students visualize data visually.

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 & 7 The math module 8 & 9 The random module 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 & 16 Classes and Objects 17 & 18 Principles of OOP 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 & 28 Operations on numpy arrays 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 & 33 Operations on Pandas Dataframes 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 & 40 Matplotlib-Bar plot and Histogram 41 & 42 Matplotlib-Scatter plot 43, 44 & 45 Data Science Project

### MORE THAN 15 YEARS (YOUNG PROFESSIONALS COURSE)

Our AI ML courses online that are meant for the “Young Professionals”  begins with a discussion of what AI is and then explore its applications, limitations, biases, ethics, and future. Upon taking the AI Full Course students will gain an understanding of AI terms like supervised learning, unsupervised learning, deep learning, and neural networks.

 Introduction to AI and Machine learning Session Concept 1 Intelligence and its types 2 Evolution of AI and the Big Ideas of AI 3 & 4 Creating a simple Chatbot 5 & 6 Understanding Machine Learning 7 & 8 Tic-Tac-Toe project 9 Deep Learning with Neural Networks 10 & 11 MNIST digit recognition project 12, 13 & 14 Virtual Assistant project

In the Data Science course, students will learn about different types of data and their real-life applications. Analyzing data will be done using Numpy, a Python module. Dataframes will be created using Python Panda library commands. By using Pandas, students will learn how to read data from CSV files and analyze data with data frames. Data will be visually represented using the Python Matplotlib library.

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

## Course Duration & Certificate

PurpleTutor has designed a 30 sessions Artificial Intelligence Machine Learning course for “LIL CHAMPS” whose ages can be between 6 to 9. Each session is one hour long and they conclude by creating Scratch projects using machine learning models that recognize text, voice, and image commands. Students will be awarded a certificate at the end of the AI and ML course.

We have designed the best Data Science and Machine Learning course for “YOUNG LEARNERS” who fall under the age group of 10 and 11. The Artificial Intelligence course will be taught in 50 sessions, each lasting one hour.  Upon concluding students receive an Artificial Intelligence certificate. Introduction to Data Science for Young Learners comprises 30 one-hour sessions.

Students between the ages of 12 and 14 can enroll in the Data Science and Machine Learning course for “EARLY ACHIEVERS”. The Machine Learning and AI course consists of 40 sessions lasting 40 hours in total. We will award a certificate of completion to the student at the end of our online Artificial Intelligence certificate course.

The Data Science and Machine Learning course is designed for the “YOUNG PROFESSIONALS” who are 15 years old and above. This 14-session Artificial Intelligence Online Course begins with a discussion of what AI is and then explores its applications, limitations, biases, ethics, and future. Each session will be for one hour and at the end of 14 hours students will gain an understanding of AI terms like supervised learning, unsupervised learning, deep learning, and neural networks. The Data Science with Python for Young Professionals course consists of 45 sessions of one hour each, making the total duration of this course 45 hours.

## Requirements for the Course

To take our Data Science and Machine Learning Course,

• There are no coding prerequisites for Artificial Intelligence and Machine Learning, as the course will start with the very basics before moving on to the core concepts.
• Students are expected to know the basics of Python Programming before starting with Data Science.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our AI and Data Science courses online.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Is the ML & AI course schedule flexible?

A: The courses are flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether Data Science and Machine Learning course is right for any student?
A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the Data Science and Machine Learning course?
A: Students get certificates after completion of each course. The certificate recognizes the skills the student learned and the level of mastery achieved.

5. What do you require to enroll in the Data Science and Machine Learning course from PurpleTutor?
A: You need a laptop/computer with a webcam and a stable internet connection. There are no coding prerequisites to start with Artificial Intelligence. We recommend students take our Python courses before starting with Data Science.

6. What level will any student reach in coding after completing the Data Science and Machine Learning course?
A: Students learn everything about Artificial Intelligence during the course like machine learning, computer vision, natural language processing, text recognition, voice recognition, and image recognition. According to the Data Science and Machine Learning course that they have undertaken, they will learn as per the curriculum.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

30SP_AI_DTA_SC_CRS

## What is the ideal course content of an Introduction to Python Course?

Introduction to programming concepts: Basic programming concepts such as variables, data types, control structures, and functions are essential to learning any programming language, including Python. The Python course content should provide a thorough introduction to these concepts.

Syntax and semantics of Python: The Python course content should cover the fundamental syntax and semantics of Python, including operators, expressions, and statements.

Data Structures: Introduction to the most important data structures in Python, such as lists, tuples, and dictionaries, and how to manipulate them, is mandatory in the Python course content.

Input/output operations: Through the Python course content, students should learn how to write code that interacts with the user. They should learn how to read and write data from files using Python’s input/output operations.

Standard library: Python has a vast standard library with many built-in modules that students should learn about, such as math, random, and datetime.

Debugging and testing: Students should learn how to debug and test their Python code to catch and fix errors.

Project-based learning: The Python course content should be comprehensive enough to include hands-on projects that give students real-world experience and apply the concepts they’ve learned.
PurpleTutor offers an exciting range of introductory Python courses, customized for different age groups. The Python course content of our courses will provide students with a solid foundation in Python’s fundamental concepts, syntax, and semantics, as well as practical experience in using Python to solve problems.

PurpleTutor conducts online sessions for the following Introduction to Python courses. The Python course content of each course differs according to the age of the student.

Courses are available across age groups as below:

1. Age group 9 – 11 years
2. Age group 12 – 15 years
3. Age group 15+ years

In the first 2 categories – Ages 9-11 yrs and Ages 12-15 yrs, students begin their Python journey by learning basic Python using the Python Turtle library. This Python course content teaches students core programming concepts of Python and also focuses on developing their problem-solving and algorithm-building skills.

The Introduction to Python course will introduce these concepts to students:

• how to write code for creating pictures in Turtle, using the coordinate system.
• to understand and use loops, conditionals, and functions.

After completion of the basic level course, students move to the second course which is the advanced-level course.

The advanced-level Python course content will teach students how to

• create and manage data structures like string, list, dictionary, set, and tuple
• generate and apply random numbers for making game projects
• create GUI-Graphical User Interface projects with Tkinter. (For EA course)

The third category of our Python programming courses – for Ages 15+ years – is the Core Python Programming course.

The Core Python course content has been designed for senior students. In this course we cover the following topics:

• Basic syntax and data types in Python
• Control structures such as loops and conditionals
• Functions and modules
• Exception handling
• Simple and advanced data structures such as list, dictionary, set, tuple, stack, and queue
• Sort algorithms such as Bubble Sort, Insertion Sort, and Selection Sort
• Search algorithms such as Linear Search, and Binary Search

To get a glimpse of what the student will learn, check out one of our videos on Python basics for beginners –

## What makes our course special?

The Python course content of our Introduction to Python courses makes them special and students will benefit in several ways by enrolling in any of our introductory Python courses. For example –
Interactive learning: PurpleTutor Python course content provides interactive learning resources that allow students to engage with the material actively. The platform includes practice exercises, quizzes, simulations and projects that enable students to apply what they’ve learned and reinforce their understanding.

Personalized learning with experienced instructors: The course instructors are experienced in teaching Python and have in-depth knowledge of the language. Through the Python course content, the instructors assist students with personalized guidance, answer questions, and also provide feedback on their assignments to ensure that students learn the concepts effectively.

Comprehensive progress tracking: PurpleTutor provides a comprehensive progress tracking system that allows students, teachers, and parents to monitor their progress. This is done through regular assessments and reports. Students can track their learning progress and identify areas where they need more practice, while teachers can track their student’s progress and provide feedback accordingly.

## Course Content

PurpleTutor has Python programming courses for these 3 age groups –

1. Age Group 9 to 11 Years – Young Learners Course (YL)
2. Age Group 12 to 15 Years – Early Achievers Course (EA)
3. Age Group 15+ years – Young Professionals Course (YP)

The details of each course are as under:

### Age Group 9 to 11 Years – Young Learners Course (YL)

This course is divided into 2 parts.

The first part is Introduction to Python programming course.  This Is a Python beginner course. This Python course content introduces kids to the problem-solving and language basics they need to write simple programs and build small projects of their own. The course consists of 20 sessions(20 hours)

You can explore the Introduction to Python programming course content for students in the age group of 9-11 yrs here –

Age Group 9 to 11 Years – Young Learners Course (YL)

Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 Drawing Shapes 3 4 Cartesian coordinate system 5 Project Work 6 Formative Assessment 7 Why do we need Loops ? 8 More about Loops 9 Practice activities 10 Tinkering with Nested Loops 11 Project Work 12 13 User Input, variables, Data types 14 Conditionals 15 Customized birthday card 16 Functions 17 Making a Beautiful Landscape 18 Events 19 Project Work 20 Formative Assessment

The second course is the Advanced Python Programming course. This course builds on these basic tools and progresses to advanced topics, the projects increase in complexity, along with the child’s expertise and understanding of the language. The Python course content spans 30 sessions (30 hours).

You can explore the Advanced Python Programming course content for the Ages 9-11 yrs course here –
Age Group 9 to 11 Years – Young Learners Course (YL)
Advanced level course – 30 sessions

 ADVANCE PYTHON PROGRAMMING Session Concept 1 Output, variables and input 2 3 Data Types 4 5 Operators in Python 6 7 Conditional Flow 8 9 Assessment- I 10 Lists in Python 11 12 13 Random Module 14 Practice Challenges 15 Introduction to Loops 16 17 18 Nested Loops 19 While Loops 20 21 Game Design Project 22 23 Defining & Calling Functions in Python 24 25 26 Events 27 Game Design Project 28 29 30

### Age Group 12 to 15 Years – Early Achievers Course (EA)

This course is split into 2 courses.
The first course (basic level) is the Introduction to Python programming course. This Is a Python course for beginners. This Python course content enables the child to learn basic Python. It introduces kids to the core programming concepts which they use to write code and create exciting projects of their own. The course consists of 20 sessions (20 hours)

You can explore the Python course content for the Introduction to Python programming course for Ages 12-15 years, here –
Age Group 12 to 15 Years – Early Achievers Course (EA)
Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 3 Drawing Shapes 4 5 Simple Animation 6 Formative Assessment 7 Why do we need Loops ? 8 Tinkering with Nested Loops 9 10 Project Work 11 12 Formative Assessment 13 User Input 14 Events 15 Conditionals 16 Game Design Part 1 17 18 Game Design Part 2 19 20 Formative Assessment

The second course is for students in the age group of 12-15 years. This is the Advanced Python Programming course. The Python course content of this course takes the learning forward to advanced topics. Students gain the expertise to build more and more complex projects, at the same time honing their coding skills and understanding of the language. The course consists of 30 sessions(30 hours)
You can explore the Advanced Python Programming course content for Ages 12-15 years, here –
Age Group 12 to 14 Years – Early Achievers Course (EA)
Advanced level course – 30 sessions

 ADVANCED PYTHON PROGRAMMING Session Concept 1 Communicate with Computer 2 3 Operators and Conditional statements 4 5 Introduction to Loops, For loops 6 7 Formative Assessment 8 Nested Loops 9 While Loop 10 11 Dictionaries and Functions 12 13 Formative Assessment 14 Algorithms and Debugging your programs 15 Lists 16 17 2d Lists 18 Strings 19 20 More about Dictionaries 21 Practice Session 22 Code Detective 23 Tuple 24 25 Set 26 Debugging your programs 27 Tkinter Module 28 29 Project Work 30

### Age Group 15+ years – Young Professionals Course (YP)

This core Python programming course teaches the core concepts and then moves to advanced topics. The course consists of 40 sessions (40 hours)
You can explore the Python course content for students of Ages 15+ years here
Age Group 15+Years – Young Professionals Course (YP)
Advanced level course – 40 sessions

 Python Basics In this module, the students will reinforce their knowledge of the core Python programming concepts. They will get hands-on experience on activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions and variables. Session Concept 1 Communication with the computer – Basic Python Commands 2 Communication with the computer – Basic data types, variables and typecasting 3 & 4 Conditionals 5 & 6 Loops and Iterations 7, 8 & 9 Functions 10 Assessment 11 Practice Session Python Data Structures – I In this module, the students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks and queues. they will be given practice to write code on how to manipulate data in these data structures using python functions. 12 & 13 Strings 14 & 15 Lists 16 2D Lists 17 Tuples 18 & 19 Sets 20 & 21 Dictionaries 22 Assessment 23 Practice Session Python Data Structures – II In this module, the students will learn how to search and sort data using python functions. Binary and Linear search algorithms will be explained for searching elements. Insertion and bubble sort algorithms will be explored to sort data. 24 & 25 Searching 26 Practice Session 27, 28 & 29 Sorting 30 Practice Session 31 & 32 Stacks 33 & 34 Application of stacks 35, 36 & 37 Queue 38 & 39 Application of queues 40 Assessment

## Course Duration & Certificate

Course Duration – The total duration of the entire course for Ages 9-11 yrs and 12-15 yrs is 50 hours. The Python course content for Ages 15+ yrs spans 40 sessions. Since each session runs for an hour, the total duration is 40 hours.

Python certification – A certificate is awarded to the student on completion of the course. The Python certification validates the skills the student learned and their expertise in coding.

## Requirements for the course

• Our introductory Python courses start with the very basics before moving on to the core concepts, so students do not need to have any programming knowledge before starting the course.
• Since all our courses are online, students should have a laptop or computer with a webcam and a stable internet connection to attend the Python course.

1. Is there a demo class?
A: Yes, we provide a demo tutorial session. We encourage you to take the class and assess the experience.

2. Is the demo session free of cost?
A:  Yes, the demo class is free.

3. How can I book the free demo class?
A: You can book the free class from the booking link.

4. What are the days/timing of the Python course?
A: The days and timing of our Python course are flexible. Any time and any day that fits into the student’s schedule can be selected.

5. What is the duration of the Python course?
A: For the Age group of 10-11 yrs and Age group of 12-14 yrs,  Python programming courses consist of 50 hours each. The Core Python course for Ages 15 years+ consists of 40 hours.

6. Can a student understand the Python course easily?
A: Our Python course content explains concepts with clarity so that even young learners can understand and learn Python Programming easily. Also, Python is a programmer-friendly language, and it is not difficult to learn Python.

7. What about Python certification? Will the student receive a certificate on completion of the Python course?
A: The student will get a certificate after completion of the course. The Python certification recognizes the skills the student learned, and the level of mastery achieved.

8. What does a student need to know before starting the Python training from PurpleTutor?
A: The student simply needs a laptop/computer with a webcam and a stable internet connection, to learn Python with us.

9. Will a student be able to code independently after completion of this course?
A: Yes. Our Python programming courses are designed to build confidence in Python coding by encouraging the student to make projects and games on their own.

10. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

31SP_CDNG_PYN

## Data Science Fundamentals using Python

• Installing and setting up Python for data science – Before you start a Python for data science tutorial, you need to install and set up the necessary tools. The most common way to do this is by downloading and installing the Anaconda distribution. Once you’ve installed Anaconda, you can open up Jupyter Notebook, which is an interactive coding environment that allows you to write, run, and save Python code. In a Python for Data Science tutorial taken online, alternatively, you can use Google Colab Notebooks which is completely cloud-based and includes Python, as well as a variety of Python data science libraries.
• Working with data using Python’s data structures and libraries – Python provides a collection of data structures that make it easy to work with data, including lists, dictionaries, and arrays. A good Python for data science tutorial will teach the student how to work with these data structures. In addition, the Python for data science tutorial should also explore in depth the Python libraries that are specifically designed for data science tasks.
• Some of the most commonly used libraries include:

NumPy: A library for working with arrays of data.
Pandas: A library for working with data in tables (similar to Excel spreadsheets).
Matplotlib: A library for creating visualizations of data.
Scikit-learn: A library for performing machine learning tasks.

• Data cleaning and preprocessing – Before you can perform any meaningful analysis on your data, you need to clean and preprocess it. A Python for data science tutorial will involve tasks like removing missing values, dealing with outliers, and transforming the data into a format that is suitable for analysis. Pandas provides a variety of functions for doing these tasks, including functions for filling in missing data, removing duplicates, and transforming data.
• Data visualization with Python –  Visualizing data is an important part of data science, as it allows you to gain insights into your data that might not be apparent from just looking at the raw numbers. Python for data science tutorial sessions will teach students the intricacies of Matplotlib, which is a powerful library for creating visualizations in Python.
• Statistical analysis and modeling with Python – Once you’ve cleaned and preprocessed your data and created some visualizations in your Python for data science tutorial classes, you can start performing statistical analysis and building models.

These are the essential concepts that an introductory Python for data science tutorial should include. In our repertoire of popular courses, PurpleTutor offers the perfect Python for data science tutorial course, which covers all these fundamentals in a straightforward and practical way.

Our Python for data science tutorial explains the fundamentals of data science and demonstrates the application of data science to real-world problems.

We have age appropriate courses across levels. PurpleTutor offers the Python for data science tutorial courses to students falling in these 3 age groups:

### Age group 9-11 years: Young Learners (YL)

In this age-group, students will learn:

• Core concepts of Python
• Understanding how to create and use Google Sheets for storing and summarizing data.
• Using the Python Pandas library for cleaning,presenting, and managing data, and for data visualization.
• Management of csv files
• Understanding and solving real-world data problems.

The second and third age groups for which we offer the Data Science using Python tutorial courses are as follows:

### Age group: 12-15 years Early Achievers (EA) & 15+ years-Young Professionals (YP)

In both the above courses students will –

• Review core concepts of Python, including data types, variables, loops, functions
• Explore the Python libraries which are useful in data analytics such as the math, random, statistics libraries.
• Understand and apply the concepts of Object Oriented Programming.
• Analyze data using descriptive and inferential statistics.
• Manage files
• Understand the concept of big data
• Learn how to create and use Google Colab notebooks.
• Perform data handling and cleaning using Pandas and NumPy.
• Perform data visualization using Matplotlib.
• Apply Data pre-processing techniques
• Solve real-world data problems.

The aim of our Python for data science tutorial courses is to equip students with the skills and knowledge required to perform end-to-end data analysis and modeling tasks.

There are several benefits of opting for our Python for data science tutorial courses including:

• Structured learning: We provide a structured learning experience that covers all the key concepts and tools in Python for data science. This can help you learn more efficiently and effectively than if you were trying to learn on your own.
• Expert guidance: When you take our Python for data science tutorial sessions, you’ll have access to expert instructors who can provide guidance and support as you learn. This can be especially helpful if you’re new to data science or programming in general.
• Hands-on experience: Our Python for data science tutorial classes will provide opportunities for you to apply what you’re learning in practical, hands-on exercises and projects. This can help you develop your skills and build a portfolio of work that can demonstrate your abilities to your peers.
• Credentials: Finally, taking a Python for data science tutorial course from us can provide you with a credential that demonstrates your knowledge and skills in Python for data science. This can be valuable for pursuing further education in the field.

Overall, taking a Python for data science tutorial course from us can provide you with a structured, expert-guided learning experience that can help you develop your skills and build a strong foundation in data science.

## Course Content

Our Python for data science tutorial courses have been created specially for students falling in these 3 age groups:

Name of the course : Introduction to Data Science – Young Learners (YL)

While  pursuing the above Python for data science tutorial course, students will explore and understand different types of data and their real life applications. They will be introduced to the working of Google Sheets and will learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. During the data analysis module they will learn the Python Pandas library commands to read data from the CSV file and create dataframes to analyze data.

You can explore the the content for the Data Science – Python course(YL) here –

 INTRODUCTION TO DATA SCIENCE Session Concept 1 Introduction to Data and Data Science 2 Introduction to Google sheets 3 4 Using formulae in Google Sheets 5 6 Formative Assessment 7 Event Planning 8 Data Visualization 9 10 Data Representation 11 12 Data Visualization techniques 13 Data cleanup 14 15 Introduction to Infographics 16 Creating the Infographic 17 Formative Assessment 18 Introduction to Data Analysis & Python Basics 19 20 21 Introduction to Pandas Series 22 Introduction to pandas DataFrames 23 24 25 Introduction Pandas Statistical Functions 26 Working with Text Files and .csv Files in Python 27 28 Pandas Plotting 29 30 Formative Assessment

Name of the course –Data Science – Python for Early Achievers(EA)

While  pursuing the above Python for data science tutorial course, students will explore and understand different types of data and their real life applications. They will be introduced to the working of Google Sheets and Google Colab Notebooks and will learn how to use the Python Numpy module to analyze data.

Students will explore the Python Panda library commands to create dataframes. Using Pandas, students will learn how to read data from the CSV file and use dataframes to analyze data.

Students will learn how to visually represent the data using the methods of the Python Matplotlib library. The data is represented using different types of charts.

You can explore the the content for the Data Science – Python course(EA) for ages 12-15 years, here –

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

### Age group – 15+ years

Name of the course – Data Science – Python for Young Professionals(YP)

Students will explore and understand different types of data and their real life applications, while pursuing the above Python for data science tutorial course. Students will be introduced to the environment of Google Colab Notebooks. They will learn how to create notebooks, write and execute code in the notebooks, and how to interpret the output. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create and manage data using dataframes. Students will learn how to read data from the CSV file. Students will visually present the data using the Python Matplotlib library, in the form of plots and charts.

You can explore the content for the Data Science – Python for Young Professionals(YP)

course for ages 15+ years here –

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

The Data Science with Python for Young Learners(YL-9-11 years) course consists of 30 sessions of one hour each, therefore the total duration of this course is : 30 hours.

The Data Science with Python for Early Achievers(EA-12-15 years) course consists of 45 sessions of one hour each, therefore the total duration of this course is : 45 hours.

The Data Science with Python for Young Professionals(YP-15+ years) course consists of 45 sessions of one hour each, therefore the total duration of this course is : 45 hours.

On completion of the course, a certificate is given to the student. The certificate recognises the skills the student learnt, and the level of mastery achieved.

• Students should know the core Python Programming concepts such as variables, data-types, loops, conditionals, functions. They should be able to write Python code for performing small tasks.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our Data Science using Python course.

1. For a student who is interested in enrolling, do you offer a sample of your classes first?
A: Yes. We give one free demo class, which can be booked from the booking link. We encourage you to take the class and assess the experience.

2. Can I choose my own days and timings for the classes?
A: Yes. The days and timings of the classes are flexible. You can select any time and any day that suits your time-table.

3. How do I know if learning Python for data science is easy?
A: The teachers assess the level of the student in the demo class and then will give the suggestion of whether to go ahead with the course online.

4. Is there any certificate given on completion of the Python for data science tutorial online?
A: The student will get a certificate after completion of the course. The certificate recognises the skills the student learnt, and the level of mastery achieved.

5. What do you require for taking the Python for data science tutorial from PurpleTutor?
A: Knowledge of basic Python concepts is required. It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our Python for data science course online.

6. Do you have assessments during the course?
A. Yes, we assess the student periodically during the progress of the classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. We encourage you to book a complimentary class with us, enjoy & assess the in-class experience. One can also discuss courses with our teachers in-person too during the class too.

7SP_DTASC_PYN

## Coding Challenges for Practice

Coding challenges are related to coding practice for students in that they provide a way to develop and improve their programming skills. By working on beginner coding challenges, students can learn new programming concepts, build their problem-solving abilities, and develop a strong foundation in programming. Students can also put in varied coding practice with different programming languages, libraries, and frameworks, by solving coding problems.

Students can gain coding practice in different forms, such as a timed online test, a take-home assignment, or an on-site exercise. A computer student needs plenty of coding practice to become proficient in coding, and completing online coding challenges such as online quizzes provide productive coding practice. This is because most online coding challenges provide immediate feedback on the work done. Students can test their solutions and see how well they perform against the problem requirements. They can also see how their code compares to other solutions and learn from other programmers’ approaches.

Coding challenges are also used in coding competitions and hackathons to test the skills of participants and provide a fun and competitive environment for learning. The best computer education schools also use coding challenges in their coding courses, to ensure that their students get sufficient coding practice.

Our coding courses at PurpleTutor provide valuable online coding practice to students, through interesting and innovative coding challenges. These online coding challenges provide our students with coding practice on the design and development of exciting projects such as apps, games, websites, artificial intelligence and machine learning models, and many more. Please read on to learn more about our coding courses.

## What are the courses PurpleTutor offers?

PurpleTutor offers coding courses across the following age groups:

• Ages 6-8 years
• Ages 9-11 years
• Ages 12-15 years
• Ages 15+ years

The coding courses in each age group are given below along with a short summary of what students will learn in each course:

### Ages 6-8 years (Little Champs Course)

• BASIC PROGRAMMING CONCEPTS – Understanding basic concepts of programming such as commands, sequencing, algorithm, and code through unplugged activities and puzzles.
• ADVANCED PROGRAMMING CONCEPTS – Exploration of advanced concepts of programming and how to use them in building personalized projects for visual storytelling and games.
• BASIC ANDROID APP DEVELOPMENTThese coding classes cover the basics of UI/UX design and developing simple apps, using the Thunkable interface.
• ADVANCE ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
• SCRATCH AND ARTIFICIAL INTELLIGENCE – Experiencing Scratch programming interface using a movie-making project and a game project. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
• SPACE TECHNOLOGY: In these coding classes, students unravel the mysteries of Space by building fascinating games and prototype models based on the concepts of space.

### Ages 9-11 Years (Young Learners Course)

• BASIC PROGRAMMING CONCEPTS – Developing an understanding of programming concepts such as commands, sequencing, algorithms, and code through unplugged activities.
• 2D ANIMATION AND GAME DESIGN – Creating beautiful landscapes, and drawings as well as developing animations and interactive games.
• ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable.
• ADVANCED ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
• SCRATCH AND ARTIFICIAL INTELLIGENCE – In this coding course, students learn how to use the Scratch programming interface. The coding classes include  movie-making and game projects. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
• INTRODUCTION TO PYTHON PROGRAMMINGLearning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands
• 3D ANIMATION AND GAME DESIGN – Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
• SPACE TECHNOLOGY – Unravel mysteries of Space by building fascinating games and prototype models based on the concepts of space
• WEB DEVELOPMENT AND CYBER SECURITYIn these coding classes, students will create their own website using HTML commands and style it using CSS. The coding classes in this coding course also explore safe techniques to be followed while working on the internet.
• INTRODUCTION TO DATA SCIENCE Learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Ages 12-15 years (Early Achievers Course)

• 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT During these coding classes, the students will learn the drawing commands of JavaScript in the block based environment and then learn how to create sprites, manipulate their properties. They will use events to create animations and interactive games.
• INTRODUCTION TO PYTHON PROGRAMMINGDuring these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
• ADVANCED PYTHON PROGRAMMINGStudents will explore advanced Python concepts such as data types, type casting, basic data structures like tuples, lists and dictionaries.
• ARTIFICIAL INTELLIGENCE Students are introduced  to AI and Machine Learning.They will create voice, image and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.
• ANDROID APP DEVELOPMENT – The students will explore UI/UX design basics, and design and develop simple apps like language translator, text to speech convertor, color mixer etc, using the Thunkable interface.
• WEB DEVELOPMENT – Students will learn how to create webpages using HTML commands and style them using CSS. They will learn how to make websites interactive. Students will make their own personal website that can be hosted on the internet.
• 3D ANIMATION AND GAME DESIGN – Students will learn the basics of 3d designing in the Roblox studio coding classes. They will create 3d objects, scenes, animations and a maze game, using commands of LUA programming script.
• DATA SCIENCE – PYTHON Students will work with Google Sheets and Forms to collect and store data. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. They will learn how to read data from the CSV file and how to visually represent the data using Python Matplotlib library.
• SPACE TECHNOLOGY – Students will learn to build 3D models and simulations of the functionalities, based on the concepts of space and the technology that is used for it. This coding course offers exposure to Tech-driven projects in 3D.

### Ages 15+ years(Young Professionals Course)

• PYTHON BASICS – Students will reinforce their knowledge of the core Python programming concepts, during these coding classes. They will get hands-on experience on activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions and variables.
• PYTHON DATA STRUCTURES – I – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks and queues. they will be given practice to write code on how to manipulate data in these data structures using python functions.
• PYTHON DATA STRUCTURES – II – Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.
• DATA SCIENCE FUNDAMENTALS WITH PYTHON – Students will learn how to import and use the math, random and statistics Python libraries that are used in Data Science. In these coding classes, they will also learn about Object Oriented Programming and how to apply it.
• DATA SCIENCE WITH PYTHON -Students will learn to apply statistics module functions on data. They will work to organize and manipulate data in arrays, series and data frames using NumPy. They will also explore the Matplotlib library to represent data using different graphs.
• INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGStudents will be introduced to AI and then explore the applications, limitations, biases, ethics and future of AI. They will gain understanding of the basic AI terms such as supervised learning, unsupervised learning, deep learning and neural networks.

## How will a student get ample coding practice from our courses?

All our online coding courses include several coding problems and challenges, the solving of which will give ample online coding practice to students. The courses provide coding practice for beginners, and for intermediate and advanced level students as well.

Here are some of the coding challenges from some of our courses:

### Ages 6-8 years (Little Champs Course)

1. Course name – 2D Animation and Game Design
2. Coding platform – Block-based coding using code.org

• The Bouncing ball game: Bouncing a ball off a moving bar.
• Chase the coin game: Collecting coins while avoiding enemies.
• Underwater ride game:   Collecting coins underwater while avoiding crabs.
3. Course name – Scratch and Artificial Intelligence
4. Coding platform – Scratch

• Movie-making project – Creating the movie characters using sprites, making the movie scenes, coding the movie.
• Food game – Finding the food that is good to eat.
• Emotion detector bot – Making an AI model that can classify emotions.
• Smart room – Creating an online smart room, that responds to voice commands.
5. Course name – Space Technology
6. Coding platform – Scratch

• Mars Habitat Challenge – Build a Mars colony using Mars resources and adapting to its environment.

### Ages 9-11 Years (Young Learners Course)

1. Course name – Android App Development Course
2. Coding platform – Thunkable

• Simple Calculator app – Making a calculator app for android mobile phones.
• Calculating planet weight – Finding weight on different planets app.
• Doodle app – Creating a doodle app that lets you draw on your phone.
• Fun with spelling app – An app that teaches small children to spell.
3. Course name – Web Development Course
4. Coding Platform – HTML and CSS in a web browser

• Mon Jeu – Making your own website with audio, video and web picture gallery.
5. Course name – Advanced Python Programming
6. Coding Platform – Python in replit

• Ninja Turtle Shooter game – A space shooting game
• Table-Tennis game – A 2 player ball game
7. Course name – 3D Animation and Game Design
8. Coding Platform – JavaScript, Lua Coding in Roblox studio

• Developer’s Challenge – Game involving terrain building, character building and animation.

### Ages 12-15 years (Early Achievers Course)

1. Course name – Artificial Intelligence and Machine Learning
2. Coding Platform – Python and Scratch

• Face Detection – Identifying and marking faces in a picture and video.
• Invisibility cloak – Creating the virtual version of Harry Potter’s invisibility cloak.
• PacMan game – Making a machine learning model to play PacMan
3. Course name – Advanced Python Programming
4. Coding Platform – Python in replit

• Bingo Game – Virtual version of Bingo.
• Who wants to be millionaire – Online version of the popular quiz game.
5. Course name – Space Technology Course
6. Coding platform – Lua Coding in Roblox studio

• Virtual Rocket – Building a virtual rocket with staging and launching phases.

These are just some of the coding challenges in our courses. We have many more fascinating challenges and projects that will inspire students to innovate and create, gaining invaluable coding practice along the way.

## Course Content, Duration and Certificate

To view the detailed course content for each course, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Ages 6-8 years(Little Champs Course)

 SL. No. Course Name Duration(hrs) 1,2 BASIC PROGRAMMING CONCEPTS + ADVANCED PROGRAMMING CONCEPTS 30 (10+20) 3, 4 BASIC ANDROID APP DEVELOPMENT + ADVANCE ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 30 6 SPACE TECHNOLOGY 40

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 BASIC PROGRAMMING CONCEPTS 10 2 2D ANIMATION AND GAME DESIGN 20 3,4 ANDROID APP DEVELOPMENT + ADVANCED ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 50 6 INTRODUCTION TO PYTHON PROGRAMMING 20 7 ADVANCE PYTHON PROGRAMMING 30 8 3D ANIMATION AND GAME DESIGN 40 9 SPACE TECHNOLOGY 40 10 WEB DEVELOPMENT AND CYBER SECURITY 40 11 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT 20 2 INTRODUCTION TO PYTHON PROGRAMMING 20 3 ADVANCED PYTHON PROGRAMMING 30 4 ARTIFICIAL INTELLIGENCE 40 5 ANDROID APP DEVELOPMENT 25 6 WEB DEVELOPMENT 40 7 3D ANIMATION AND GAME DESIGN 40 8 DATA SCIENCE – PYTHON 45 9 SPACE TECHNOLOGY 40

### Ages 15+ years(Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25) 4 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirements

• There are no coding prerequisites needed for all our courses except for the Data Science courses. All the courses will start with the very basics before moving on to the core concepts.
• Students should have a laptop or computer with a webcam and a stable internet connection to take our online coding classes.
• To take any of the Data Science coding courses, the student needs to know core Python programming concepts.
• For the 3D Animation and Game Design course and the Space Tech course for the Age group 12-15 years, Please go through Roblox hardware and OS requirements as mentioned here.

1. Is there a free demo class?
A: Yes. We give one free demo class, which can be booked from the booking link.

2. Can I select my schedule for the classes?
A: Yes. We have flexible days and times. You can select any time and any day that suits your timetable.

3. How do I know if a student can follow the coding course easily?
A: The teachers assess the level of the student in the demo class and then will suggest whether to go ahead with the online coding courses.

4. Is there any certificate given on completion of the online coding course?
A: The student will get a certificate after completion of the coding course.

5. What do you require for learning coding from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to know core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for the Age group 12-15 years, Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?
A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

7. What are the courses that PurpleTutor offers?
A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. You may also book a complimentary class with us and discuss the same with the teacher in-person too.

35SP_CDNG_CHNGES_PRCTSE

# Python Tutors

## Who is a Python tutor?

A Python tutor should have a strong understanding of Python syntax, data structures, algorithms, and programming concepts, as well as the ability to explain these concepts clearly and effectively to students. They should also be able to provide hands-on coding exercises and projects to help students practice and reinforce their learning.

PurpleTutor has many experienced, well-qualified & trained Python tutors, and over the years we have successfully taught thousands of students Python programming. We offer a wide range of Python programming courses, tailored to every student category, starting from beginner to intermediate to advanced-level programs of study. We tutor students not just on the core Python programming language concepts, but also provide training on the applications of Python in the key fields of Artificial Intelligence, Machine Learning, and Data Science.

## How can a Python tutor help in learning Python?

A Python tutor can be a valuable resource for learning Python, especially for beginners who are just starting out. Here are some ways that a Python tutor can help students master Python:

• Introduce students to the basics : A Python tutor can guide you through the basics of Python programming, including variables, data types, control structures, functions, and modules. They can explain the fundamental concepts and help you build a solid foundation for more advanced topics.
• Provide personalized instruction : A Python tutor can tailor their instruction to your individual learning needs and goals. They can answer your questions, provide feedback on your code, and offer suggestions for improvement.
• Offer real-world examples : A Python tutor can provide real-world examples and use cases for Python programming, helping you understand how it can be used in practical applications.
• Help with projects and assignments : A Python tutor can help you with specific projects and assignments, providing guidance on how to approach the task and offering feedback on your code.
• Keep you motivated : Learning a new programming language can be challenging and frustrating at times. A Python tutor can provide encouragement and motivation to help you stay focused and continue making progress.

Overall, a Python tutor can be a valuable resource for anyone looking to learn Python, whether you’re a beginner or an experienced programmer. They can offer personalized instruction, practical examples, and support to help you achieve your learning goals.

So, if you are searching for the best Python tutor to get started with Python Programming,  you’ve come to the right place. PurpleTutor  has  over the years built a team of tutors that can cater to your needs. You can simply book a trial class with us to experience the same.

## Which Python courses are offered by PurpleTutor in its role as an online Python tutor?

In its role as an online Python tutor, PurpleTutor offers these online Python courses that have been categorized according to the age of the child. A short summary of what the student will learn in each course is provided for your reference.

### Age 10 to 11 Years (Young Learners Course)

1. INTRODUCTION TO PYTHON PROGRAMMING – Learning Python programming using blocks. Creating drawings and games using Python Turtle Commands
2. ADVANCED PYTHON PROGRAMMING – Students will shift to text-based programming and explore advanced Python concepts such as type casting, string handling, functions, lists, and more.
3. INTRODUCTION TO DATA SCIENCE – Learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Ages 12-15 years (Early Achievers Course)

• INTRODUCTION TO PYTHON PROGRAMMING – During these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
• ADVANCED PYTHON PROGRAMMING – Students will explore advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists and dictionaries.
• ARTIFICIAL INTELLIGENCE – Students are introduced to AI and Machine Learning. They will create voice, image, and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.
• DATA SCIENCE – PYTHON – Students will work with Google Sheets and Forms to collect and store data. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. They will learn how to read data from the CSV file and how to visually represent the data using Python Matplotlib library.

### Ages 15+ years(Young Professionals Course)

1. PYTHON BASICS – Students will reinforce their knowledge of the core Python programming concepts, during these coding classes. They will get hands-on experience in activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
2. PYTHON DATA STRUCTURES – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. they will be given the practice to write code on how to manipulate data in these data structures using python functions. Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.
3. DATA SCIENCE FUNDAMENTALS WITH PYTHON – Students will learn how to import and use the math, random, and statistics Python libraries that are used in Data Science. In these coding classes, they will also learn about Object Oriented Programming and how to apply it.
4. DATA SCIENCE WITH PYTHON -Students will learn to apply statistics module functions to data. They will work to organize and manipulate data in arrays, series, and data frames using NumPy. They will also explore the Matplotlib library to represent data using different graphs.

To get a glimpse of what your child will learn, check out one of our videos on Python coding for beginners –

## Course Content, Duration and Certificate

To view the detailed course content for each course, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 INTRODUCTION TO PYTHON PROGRAMMING 20 2 ADVANCE PYTHON PROGRAMMING 30 3 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years(Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 INTRODUCTION TO PYTHON PROGRAMMING 20 2 ADVANCED PYTHON PROGRAMMING 30 3 ARTIFICIAL INTELLIGENCE 40 4 DATA SCIENCE – PYTHON 45

### Ages 15+ years(Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25)

## Course Requirements

• For the majority of the Python coding courses, there are no coding prerequisites needed, since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online coding classes.
• To take any of the Data Science coding courses, students need to have the knowledge of core Python programming concepts.

1. Can I get a demonstration first of an online session?

A: Yes, we provide a demo tutorial session.

2. Is the demo tutorial free of cost?

A:  Yes, the demo is free.

3. How can I book the free demo class?

A: You can book the free class from the booking link.

4. What are the days/timing of the training courses?

A: The days and timing of our training courses are flexible. Any time and any day that fits into your child’s schedule can be selected.

5. What is the core Python full course duration?

A: The core Python full course consists of 50 hours. There are 50 sessions in the Python full course. Each session is of one-hour duration.

6. Can my kid understand and learn Python easily?

A: Our Python training is conducted in a way that even a 7-year-old can understand and learn Python easily. Also, Python is a child-friendly language, and it is not difficult to learn Python.

7. What about Python certification? Will my child receive a certificate on completion of the Python course?

A: Your child will get a certificate after completion of the course. The Python certification recognizes the skills the student learned, and the level of mastery achieved.

8. What does my child need to know before starting the Python training from PurpleTutor?

A: Your child does not need to know any coding prior to starting the Python course. We start the Python programming course from the very basics.  Your child simply needs a laptop/computer with a webcam and a stable internet connection, for learning Python with us.

9. Will my child be able to code independently after completion of the course?

A: Yes. Our Python programming courses are designed to build confidence in Python coding by encouraging your child to make projects and games on their own.

10. What are the courses that PurpleTutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. You may also book a complimentary class with us and discuss the same with the teacher in-person too.

34SP_PYN_TUTRS

## What is the significance of computer classes for kids?

Computer classes for kids are significant for several reasons:

• Digital Awareness: In today’s digital age, computer literacy is essential for children to succeed in their academic and professional lives. Computer classes for kids can help children learn how to use computers and technology effectively, which is crucial for success in the 21st century.
• Career Preparation: As the world becomes more digital, many jobs now require computer skills. By taking computer classes for kids at an early age, children can prepare themselves for future careers in technology or other fields that require digital skills.
• Cognitive Development: Computer classes for kids can help children develop important cognitive skills, such as problem-solving, critical thinking, and decision-making. These skills are essential for success in academic and professional settings.
• Creativity and Innovation: Computer classes for kids can also foster creativity and innovation in children. Through programming, game design, and other activities, children can learn how to use technology to create and express themselves in new and exciting ways.
• Internet Safety: With the rise of the internet, children must learn how to use the internet safely and responsibly. Computer classes for kids can teach children about online safety, privacy, and security, which can help protect them from online threats and risks.

Overall, computer classes for kids are significant for preparing them for the digital world and helping them develop essential skills for success in school and beyond. Remember that every child is unique, and there is no one-size-fits-all approach to ensuring their future success. This is why the right educational program must be selected for the child. We, at PurpleTutor, have carefully designed and developed a wide range of online computer classes for kids, with personalized instruction and attention given to the student, on a one-to-one basis.

## Which courses are available in our computer classes for kids?

PurpleTutor offers computer classes for kids falling into the following age groups:

Age group 1 – from 6 to 8 years

Age group 2 – from 9 to 11 years

Age group 3 – from 12 to 15 years

Age group 4 – from 15 years onwards

The details of the computer classes for kids in each age group are given below.

### Age group: 6 to 8 years (Little Champs Course)

• BASIC PROGRAMMING CONCEPTS – Unplugged activities and puzzles are used to demonstrate and build an understanding of the basic concepts of programming such as commands, sequencing, algorithm, and code.
• ADVANCED PROGRAMMING CONCEPTS – Advanced concepts of programming are introduced and explained in these computer classes for kids. These concepts are used by students in building personalized projects and games.
• BASIC ANDROID APP DEVELOPMENTThe basics of UI/UX design are covered in this course. Students develop simple apps with Thunkable.
• ADVANCE ANDROID APP DEVELOPMENT – Students learn the creation of advanced apps such as game apps, quiz apps, etc.
• SCRATCH AND ARTIFICIAL INTELLIGENCEThrough the Scratch programming interface, students undertake a movie-making project and a game project. The basics of Artificial intelligence are covered. Students then learn how to use the machine learning models to create projects in the Scratch platform.
• SPACE TECHNOLOGY: In these computer classes for kids, students travel virtually to Space by building fascinating games and prototype models based on the concepts of space.

### Age group: 9 to 11 years (Young Learners Course)

• BASIC PROGRAMMING CONCEPTS – Building an understanding of programming concepts such as commands, sequencing, algorithms, and code through unplugged activities.
• 2D ANIMATION AND GAME DESIGN – Creating beautiful landscapes, and drawings as well as developing animations and interactive games.
• ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable.
• ADVANCED ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
• SCRATCH AND ARTIFICIAL INTELLIGENCE – In this coding course, students learn how to use the Scratch programming interface. The coding classes include  movie-making and game projects. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
• INTRODUCTION TO PYTHON PROGRAMMINGLearning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands
• 3D ANIMATION AND GAME DESIGN – Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
• SPACE TECHNOLOGY – Unravel mysteries of Space by building fascinating games and prototype models based on the concepts of space
• WEB DEVELOPMENT AND CYBER SECURITYIn these coding classes, students will create their own website using HTML commands and style it using CSS. The coding classes in this coding course also explore safe techniques to be followed while working on the internet.
• INTRODUCTION TO DATA SCIENCELearn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Age group: 12 to 15 years (Early Achievers Course)

• 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT – During these coding classes, the students will learn the drawing commands of JavaScript in the block-based environment and then learn how to create sprites, and manipulate their properties. They will use events to create animations and interactive games.
• INTRODUCTION TO PYTHON PROGRAMMING – During these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
• ADVANCED PYTHON PROGRAMMING – Students will explore advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists, and dictionaries.
• ARTIFICIAL INTELLIGENCE – Students are introduced to AI and Machine Learning. They will create voice, image, and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.
• ANDROID APP DEVELOPMENT – The students will explore UI/UX design basics, and design and develop simple apps like language translator, text-to-speech converter, color mixer, etc, using the Thunkable interface.
• WEB DEVELOPMENT – Students will learn how to create webpages using HTML commands and style them using CSS. They will learn how to make websites interactive. Students will make their own personal websites that can be hosted on the internet.
• 3D ANIMATION AND GAME DESIGN – Students will learn the basics of 3d designing in the Roblox studio coding classes. They will create 3d objects, scenes, animations, and a maze game, using commands of the LUA programming script.
• DATA SCIENCE – PYTHON – Students will work with Google Sheets and Forms to collect and store data. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. They will learn how to read data from the CSV file and how to visually represent the data using the Python Matplotlib library.
• SPACE TECHNOLOGY – Students will learn to build 3D models and simulations of the functionalities, based on the concepts of space and the technology that is used for it. This coding course offers exposure to Tech-driven projects in 3D.

### Age group: 15 years onwards (Young Professionals Course)

• PYTHON BASICS – Students will reinforce their knowledge of the core Python programming concepts, during these coding classes. They will get hands-on experience in activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
• PYTHON DATA STRUCTURES – I – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. they will be given the practice to write code on how to manipulate data in these data structures using python functions.
• PYTHON DATA STRUCTURES – II – Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.
• DATA SCIENCE FUNDAMENTALS WITH PYTHON – Students will learn how to import and use the math, random, and statistics Python libraries that are used in Data Science. In these coding classes, they will also learn about Object Oriented Programming and how to apply it.
• DATA SCIENCE WITH PYTHON -Students will learn to apply statistics module functions to data. They will work to organize and manipulate data in arrays, series, and data frames using NumPy. They will also explore the Matplotlib library to represent data using different graphs.
• INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGStudents will be introduced to AI and then explore the applications, limitations, biases, ethics, and future of AI. They will gain an understanding of the basic AI terms such as supervised learning, unsupervised learning, deep learning, and neural networks.

## How will kids benefit by enrolling in our computer classes for kids?

Our computer classes for kids have been created keeping the interests and learning capacities of different ages in mind. The students of these computer classes for kids courses will benefit in several ways as follows –

• Our computer classes for kids are packed with fun-filled activities, games, and projects, which demonstrate and reinforce the concepts covered. This will keep the younger students engaged and wanting to learn more.
• Our advanced courses for the older age groups explain complex concepts practically and understandably. Students are encouraged to undertake comprehensive and challenging assignments and projects. The successful completion of these will give the older kids the motivation and interest to take their learning forward and explore the latest trends in technology.
• The ease and efficiency of taking our online computer classes from home are incomparable. It saves the time and energy of students, who can then utilize the time and energy saved in other productive activities.
• PurpleTutor has a dedicated and professional team of expert tutors who interact with their students on a one-to-one basis, and who are always ready to guide their students at any and every stage of our computer classes for kids.

## Course Content, Duration and Certificate

To view the detailed course content for each course, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Ages 6-8 years (Little Champs Course)

 SL. No. Course Name Duration(hrs) 1,2 BASIC PROGRAMMING CONCEPTS + ADVANCED PROGRAMMING CONCEPTS 30 (10+20) 3, 4 BASIC ANDROID APP DEVELOPMENT + ADVANCE ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 30 6 SPACE TECHNOLOGY 40

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 BASIC PROGRAMMING CONCEPTS 10 2 2D ANIMATION AND GAME DESIGN 20 3,4 ANDROID APP DEVELOPMENT + ADVANCED ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 50 6 INTRODUCTION TO PYTHON PROGRAMMING 20 7 ADVANCE PYTHON PROGRAMMING 30 8 3D ANIMATION AND GAME DESIGN 40 9 SPACE TECHNOLOGY 40 10 WEB DEVELOPMENT AND CYBER SECURITY 40 11 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT 20 2 INTRODUCTION TO PYTHON PROGRAMMING 20 3 ADVANCED PYTHON PROGRAMMING 30 4 ARTIFICIAL INTELLIGENCE 40 5 ANDROID APP DEVELOPMENT 25 6 WEB DEVELOPMENT 40 7 3D ANIMATION AND GAME DESIGN 40 8 DATA SCIENCE – PYTHON 45 9 SPACE TECHNOLOGY 40

### Ages 15+ years (Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25) 4 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirements

• Most of the computer classes for kids courses do not need the student to have any coding knowledge before starting the course. The basic concepts are covered at the start of the course, before moving on to advanced topics.
• Students should have a laptop or computer with a webcam and a stable internet connection to take our online computer classes for kids.
• For the Data Science coding courses, the student needs to have knowledge of core Python programming concepts.
• To enroll in the 3D Animation and Game Design course and the Space Tech course for Age group 12-15 years, the Roblox hardware and OS requirements are mentioned here.

1. Does PurpleTutor give a free demo class to the student?

A: Yes. We offer one free demo class which can be booked from the booking link.

2. What are the days and timings of the computer classes for kids courses?

A: The days and timings of the online classes are flexible. Any time and any day convenient to the student, can be selected.

3. How do I know if a student can follow and keep up with the content covered?

A: The teacher will give the suggestion of whether to go ahead with the online computer classes for kids course, after assessing the level of the student in the demo class.

4. Do you give a certificate on completion of the online coding course?

A: Yes. A certificate is awarded to the student on completion of the coding course.

5. What do you require for learning coding from PurpleTutor?

A: Students should have a laptop or computer with a webcam and a stable internet connection to take our online computer classes for kids.

• For the Data Science coding courses, the student needs to have knowledge of core Python programming concepts.
• For the other courses, the student does not need any prior coding knowledge.
• To enrol in the 3D Animation and Game Design course and the Space Tech course for Age group 12-15 years, the Roblox hardware and OS requirements

6. Do you assess the students during the computer classes for kids course?

A. Yes, students are assessed at regular intervals as the course progresses. The relevant feedback is provided to the students regarding their performance.

7. What are the courses that PurpleTutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Roblox Games & many more on offer. Please visit our courses section for more information or talk to a counsellor. You may also book a complimentary class with us and discuss the same with the teacher in-person too.

33SP_COMP_CLSES_KDS

## What is Game Development?

In the context of game development, Code.org offers courses that teach students how to create simple 2D games using the programming language JavaScript. Roblox, on the other hand, is a platform that allows users to create and play games in a virtual world. With Roblox, users can build their own 3D game environments and add gameplay mechanics using Lua, a popular scripting language.

PurpleTutor’s game development courses offer a comprehensive introduction to game development in both 2D and 3D. By using both Code.org and Roblox, our game courses provide students with a solid foundation in programming concepts and game development skills that can be applied to other game development platforms as well.

## What will you learn in the gaming course?

In a gaming course with PurpleTutor, you can expect to learn a range of skills related to game development. Here are some of the things you may learn in a typical gaming course:

• Game Design: You will learn about the principles of game design, including mechanics, dynamics, and aesthetics. You will also learn how to create game concepts, write game design documents, and create storyboards.
• Game Engines: You will learn about different game engines and how they work. You will also learn how to choose the right engine for your project and how to use it to create games.
• Programming: You will learn how to program games using languages such as JavaScript and Lua. You will learn how to use variables, loops, conditionals, functions, and objects to create gameplay mechanics and game logic.
• Graphics:  You will learn how to create sprites, backgrounds, animations, and user interfaces.
• Sound and Music: You will learn how to add sound effects and music for your games. You will also learn how to integrate them into your game using game engines and programming languages.
• Testing and Debugging: You will learn how to test and debug your games to ensure they work as intended.

Overall, a gaming course with PurpleTutor will provide you with a comprehensive education through game development courses, covering all aspects of the game development process from design to testing. You will learn the skills and knowledge you need to create your own games and bring your ideas to life.

PurpleTutor has age-appropriate course for Game Development courses that are available as follows:

• Age 9 to 11 Years (Young Learners Course)

Game Development Course for this group of students will start with learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students will graduate to work in a 3d environment. The Gaming course ends with students creating an Obstacle game, Maze game, and Adventure game with added sound and light effects.

• Age 12 to 15 Years (Early Achievers Course)

During our Gaming Course, the students will start with 2D Animation basics and then learn the basics of 3D designing in the Roblox studio. Their skills will include creating 3D scenes and objects with sound and visual effects. They will also learn the basic commands of the LUA programming script to create different animations. The course comes to end with the students completing an Obstacle game with various levels, a Maze game with a scoreboard, and an Adventure Game.

## Benefits of Game Development

There are many benefits to taking a game development course with PurpleTutor that utilizes Code.org Game Lab and Roblox. Here are some of the key benefits:

1. Learn the fundamentals: Our courses provide a solid foundation in game development and programming concepts. You will learn the basics of game design, programming, graphics, and sound, which will allow you to create your own games from scratch.
2. Hands-on learning: Our courses are designed to be hands-on and project-based. You will learn by doing, creating games from start to finish using Code.org’s Game Lab and Roblox. This approach helps you to retain information better and develop a deeper understanding of the concepts.
3. No prior experience necessary: Our courses are designed for beginners with no prior experience in game development or programming. We start with the basics and build from there, ensuring that all students have the opportunity to learn and succeed.
4. Accessible: Code.org Game Lab and Roblox are both free and accessible platforms that anyone can use. This means that you can continue to develop your skills even after the course has ended.
5. Creative freedom: Our courses encourage creativity and experimentation. You will have the freedom to create games that reflect your interests and ideas, and you will learn how to bring those ideas to life through programming and design.

In conclusion, taking a game development course with PurpleTutor that uses Code.org Game Lab and Roblox can provide you with a solid foundation in game development, help you develop your creative and technical skills, and build a portfolio of games that you can showcase to potential employers or clients. Sign up today to start your journey in game development!

## Course Content

### AGE 9 TO 11 YEARS (YOUNG LEARNERS COURSE)

The course begins with a study of 2D game development using Javascript, and students will graduate to work with 3D game design. They will then proceed to learn how to add objects and non-playing characters to your game, keep score, change game objects with scripts, and generate their own terrains.

 2D ANIMATION AND GAME DESIGN 1 Revisiting the cartesian coordinate system 2 Shapes and Angles 3 Adding Colors 4 Variables, Random numbers 5 Formative Assessment 6 Functions in JavaScript 7 Draw Loop and Animations 8 Counter Pattern and Sprite animations 9 Conditionals 10 Formative Assessment 11 Events with mouse click 12 Events with keys 13 Upload new sprites 14 Create multiple sprites using Arrays 15 Game Design Process 16 Single Player Game Development 17 Multi-player Game Development 18 Platform Jumper Game 19 & 20 Project Work 3D ANIMATION AND GAME DESIGN 21 Digital Citizenship 22 Introduction to Roblox Studio 23 & 24 Working with 3D Parts 25 Creating game levels 26 & 27 LUA Coding fundamentals 28 & 29 Developing the Game theme 30 Deadly Lava 31 Formative Assessment 32 Getting Started with building a Maze 33 & 34 Create a scoring system 35 & 36 Build the Maze 37 & 38 Finish Line 39 & 40 Blocked Door 41 Formative Assessment 42 & 43 Build a 3D World Map 44 & 45 Bob the Builder 46 & 47 Building a fireplace 48 & 49 Be an Architect 50 World Building 51 & 52 Light Effects 53 Terrain Building 54 Formative Assessment 55 & 56 Adventure Game 57 & 58 Scripting Game Mechanics 59 3D Animations 60 Formative Assessment

### AGE 12 TO 15 YEARS (EARLY ACHIEVERS COURSE)

During these Gaming courses, the students will learn the basics of 3d designing in the Roblox studio. They will learn to create 3d objects and scenes. Our Game courses will also cover how to add objects and non-playing characters to your game, keep score, change game objects with  Lua scripts, and generate your own terrains. During the Gaming course, students will create many games including adventure games, and publish them. They will be architects for their Dream House.

 2D ANIMATION AND GAME DESIGN 1 Revisiting the cartesian coordinate system 2 Shapes and Angles 3 Adding Colors 4 Variables, Random numbers 5 Formative Assessment 6 Functions in JavaScript 7 Draw Loop and Animations 8 Counter Pattern and Sprite animations 9 Conditionals 10 Formative Assessment 11 Events with mouse click 12 Events with keys 13 Upload new sprites 14 Create multiple sprites using Arrays 15 Game Design Process 16 Single Player Game Development 17 Multi-player Game Development 18 Platform Jumper Game 19 & 20 Project Work 3D ANIMATION AND GAME DESIGN 21 Digital Citizenship 22 Introduction to Roblox Studio 23 & 24 Working with 3D Parts 25 Creating game levels 26 & 27 LUA Coding fundamentals 28 & 29 Developing the Game theme 30 Deadly Lava 31 Formative Assessment 32 Getting Started with building a Maze 33 & 34 Create a scoring system 35 & 36 Build the Maze 37 & 38 Finish Line 39 & 40 Blocked Door 41 Formative Assessment 42 & 43 Build a 3D World Map 44 & 45 Bob the Builder 46 & 47 Building a fireplace 48 & 49 Be an Architect 50 World Building 51 & 52 Light Effects 53 Terrain Building 54 Formative Assessment 55 & 56 Adventure Game 57 & 58 Scripting Game Mechanics 59 3D Animations 60 Formative Assessment

## Course Accessibility, Duration & Certificate

PurpleTutor offers 60 sessions of the Game Development course in Roblox for “YOUNG LEARNERS”, who fall under the age group of 9 and 11. In the first 20 sessions, kids will learn how to create animations and interactive games in a 2D environment using JavaScript. After exploring the basics of game design using JavaScript, students will graduate to work in a 3D environment. From the 21st session, students will learn how to create a game using Roblox Studio. The course comes to end with the students completing an Obstacle game with various levels, a Maze game with a scoreboard, and an Adventure Game. We will award a certificate of completion to the student at the end of our Roblox Programming Class.

Students between the ages of 12 and 15 can enroll in our Game Development Course, meant for “EARLY ACHIEVERS”. The course duration is 60 sessions each running for one hour. The first 20 sessions will teach kids JavaScript skills for creating animations and interactive games in 2D. Students will explore the basics of game development using JavaScript before moving on to 3D. Students will learn how to create a game using Roblox Studio starting in the 21st session. The course concludes with the students completing Obstacles, Mazes, and Adventures games

At the end of our Game Development Course, students will receive a certificate of completion.

## Requirements for the Course

To take our Gaming course, students do not need to have any coding knowledge.

• There are no coding prerequisites since the gaming course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online 2D or 3D Game Courses.

Please go through Roblox hardware and OS requirements as mentioned here

1. Can I try a free class for coding?

A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

2. Is the Game Development course schedule flexible?

A: The courses are flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether game development courses are right for any student?

A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the 2D or 3D Game Courses?

A: Students get certificates after completion of each of the game courses. The certificate recognizes the skills the student learned and the level of mastery achieved.

5. What do you require to learn Roblox from PurpleTutor?

A: You need a laptop/computer with a webcam and a stable internet connection.

6. What are the courses that PurpleTutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, & Game Development Courses in 2D and 3D, and Space Technology.

7. What level will any student reach in coding after completing the Classes?

A: Students learn everything about developing a variety of games during the course. According to the Game Designer Course that they have undertaken, they will learn as per the curriculum.

32SP_GM_DVPMT_CRS

# Python Programming Language

## What does coding Python mean?

Data analysis is one area where Python is widely used. In addition, Python is the primary programming language for machine learning, which is a rapidly growing field in the IT industry. Web development also requires proficiency in coding Python programming. Python is an excellent language for learning programming concepts. Its simplicity and readability make it easy to understand the basic concepts of programming, such as loops, conditionals, and functions. Learning these concepts through one of the best courses can build confidence in coding Python which is essential for most careers in the IT field.

If you’re a beginner looking to learn Python programming, Purple Tutor’s course for coding Python programming is an excellent choice. This course is designed to teach you everything you need to know to become proficient in Python. Read this article to know how our course can help you become a Python pro.

## What you will learn in our course for Python Programming?

Our courses for coding Python Programming have been categorized according to the age of the student. One of the best things about Purple Tutor’s course for coding Python programming is that it’s self-paced. You can learn at your own speed and review the material as many times as you need to. The course is also taught by experienced instructors who are available to answer your questions and provide feedback on your work.

These are the 3 categories available –

1. Age group 9 – 11 years – Young Learners Course (YL)
2. Age group 12 – 15 years – Early Achievers Course (EA)
3. Age group 15+ years – Young Professionals Course (YP)

In the first 2 categories – YL (Ages 9-11 yrs) and EA (Ages 12-15 yrs), students start with a course to learn basic Python using the Python Turtle library. This Python for beginner’s course teaches the student basic Python and also focuses on developing their problem-solving and algorithm-building skills.

The Python for beginners’ course will teach the student –

• how to write code for creating pictures in Turtle, using the coordinate system
• to understand and use loops, conditionals and functions

After completion of the basic level course, the student moves to the second course which is the advanced level course.

• create and manage data structures like Strings, Lists, Dictionaries, Sets and Tuples.
• generate and apply random numbers for making game projects.
• create GUI-Graphical User Interface projects with Tkinter.(For EA course)

The third category of our Python programming courses – YP(Ages 15+ years) – is the Core Python course.
The Core Python Programming course is a Python for beginner’s course. It is primarily meant for students of the senior school and junior college levels. In this course we cover the following topics –

• Basic syntax and data types in Python
• Control structures such as loops and conditionals
• Functions and modules
• Exception handling
• Data structures
• Sorting and searching algorithms

To get a glimpse of what the student will learn, check out our videos on coding Python Program for beginners –

## What are the benefits of taking our course for coding Python Programming?

There are numerous benefits to taking a course in coding Python programming, especially for beginners. Here are some of the key advantages:

1. Structured Learning: Our course for coding Python Programming provides a structured learning path that starts with the basics and progresses towards more advanced concepts. This can help you avoid feeling overwhelmed by the vast amount of information available on the internet and ensure that you are learning the right things in the right order.
2. Comprehensive Curriculum: A well-designed course covers all the essential topics of Python programming, including syntax, data types, control structures, functions, object-oriented programming, file handling, and more based on the students’ age. This ensures that you have a well-rounded understanding of the language and can apply it in a variety of contexts.
3. Hands-on Experience: Our programming course includes hands-on projects that allow you to apply what you’ve learned in real-world scenarios. This helps you build your confidence as a Python programmer and prepares you for working on actual projects.
5. Self-paced Learning: All our courses are self-paced, which means you can learn at your own speed and review the material as many times as you need to. This is particularly helpful for beginners who may need more time to absorb the material.
6. Networking Opportunities: Taking a Python programming course can provide you with networking opportunities to connect with other learners and instructors in the field. This can be helpful for finding job opportunities, collaborating on projects, and getting feedback on your work.

## Course Content

PurpleTutor has Python programming courses for these 3 age groups –

1. Age Group 9 to 11 Years – Young Learners Course (YL)
2. Age Group 12 to 15 Years – Early Achievers Course (EA)
3. Age Group 15+ Years – Young Professionals Course (YP)

These are the details of each course:

### Age Group 9 to 11 Years – Young Learners Course (YL)

This course is divided into 2 parts.

The first part is Introduction to Python programming.  This Is a Python for beginners course. This course for coding Python programming enables the student to learn basic Python. It introduces kids to the problem-solving and language basics they need to write simple programs and build small projects of their own. The course consists of 20 sessions(20 hours)

You can explore the Introduction to Python programming content for the YL(Ages 9-11 yrs) course here –
Age Group 9 to 11 Years – Young Learners Course (YL)
Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 Drawing Shapes 3 4 Cartesian coordinate system 5 Project Work 6 Formative Assessment 7 Why do we need Loops ? 8 More about Loops 9 Practice activities 10 Tinkering with Nested Loops 11 Project Work 12 13 User Input, variables, Data types 14 Conditionals 15 Customized birthday card 16 Functions 17 Making a Beautiful Landscape 18 Events 19 Project Work 20 Formative Assessment

The second YL course is the Advanced Python Programming course. This course for coding Python programming builds on these basic tools and progresses to advanced topics, the projects increase in complexity, along with the child’s expertise and understanding of the language. The course consists of 30 sessions(30 hours)

You can explore the Advanced Python Programming course content for the YL(Ages 9-11 yrs) course here –
Age Group 9 to 11 Years – Young Learners Course (YL)
Advanced level course – 30 sessions

 ADVANCE PYTHON PROGRAMMING Session Concept 1 Output, variables and input 2 3 Data Types 4 5 Operators in Python 6 7 Conditional Flow 8 9 Assessment- I 10 Lists in Python 11 12 13 Random Module 14 Practice Challenges 15 Introduction to Loops 16 17 18 Nested Loops 19 While Loops 20 21 Game Design Project 22 23 Defining & Calling Functions in Python 24 25 26 Events 27 Game Design Project 28 29 30

### Age Group 12 to 15 Years – Early Achievers Course (EA)

This course is split into 2 courses.

The first course (basic level) is the Introduction to Python programming course. This Is a Python course for beginners. This course enables the child to learn basic Python. It introduces kids to the problem-solving and language basics they need to write simple programs and build small projects of their own. The course consists of 20 sessions(20 hours)

You can explore the EA course content for the Introduction to Python programming course for Ages 12-15 years, here –
Age Group 12 to 15 Years – Early Achievers Course (EA)
Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 3 Drawing Shapes 4 5 Simple Animation 6 Formative Assessment 7 Why do we need Loops ? 8 Tinkering with Nested Loops 9 10 Project Work 11 12 Formative Assessment 13 User Input 14 Events 15 Conditionals 16 Game Design Part 1 17 18 Game Design Part 2 19 20 Formative Assessment

The second EA(Ages 12-15 yrs) course is the Advanced Python Programming course. This course builds on the basic tools and progresses to advanced topics, the projects increase in complexity, along with the student’s expertise and understanding of the language. The course consists of 30 sessions(30 hours)

You can explore the EA Advanced Python Programming course content for Ages 12-15 years, here –
Age Group 12 to 14 Years – Early Achievers Course (EA)
Advanced level course – 30 sessions

 ADVANCED PYTHON PROGRAMMING Session Concept 1 Communicate with Computer 2 3 Operators and Conditional statements 4 5 Introduction to Loops, For loops 6 7 Formative Assessment 8 Nested Loops 9 While Loop 10 11 Dictionaries and Functions 12 13 Formative Assessment 14 Algorithms and Debugging your programs 15 Lists 16 17 2d Lists 18 Strings 19 20 More about Dictionaries 21 Practice Session 22 Code Detective 23 Tuple 24 25 Set 26 Debugging your programs 27 Tkinter Module 28 29 Project Work 30

### Age Group 15+ years – Young Professionals Course (YP)

This course for coding Python programming teaches the core concepts, and then moves to advanced topics. The course consists of 40 sessions (40 hours)

You can explore the Young Professionals Course (YP) course content here-
Age Group 15+Years – Young Professionals Course (YP)
Advanced level course – 40 sessions

 Python Basics In this module, the students will reinforce their knowledge of the core Python programming concepts. They will get hands-on experience on activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions and variables. Session Concept 1 Communication with the computer – Basic Python Commands 2 Communication with the computer – Basic data types, variables and typecasting 3 & 4 Conditionals 5 & 6 Loops and Iterations 7, 8 & 9 Functions 10 Assessment 11 Practice Session Python Data Structures – I In this module, the students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks and queues. they will be given practice to write code on how to manipulate data in these data structures using python functions. 12 & 13 Strings 14 & 15 Lists 16 2D Lists 17 Tuples 18 & 19 Sets 20 & 21 Dictionaries 22 Assessment 23 Practice Session Python Data Structures – II In this module, the students will learn how to search and sort data using python functions. Binary and Linear search algorithms will be explained for searching elements. Insertion and bubble sort algorithms will be explored to sort data. 24 & 25 Searching 26 Practice Session 27, 28 & 29 Sorting 30 Practice Session 31 & 32 Stacks 33 & 34 Application of stacks 35, 36 & 37 Queue 38 & 39 Application of queues 40 Assessment

## Course Duration & Certificate

Course Duration – Our Python course consists of 50 sessions; each session runs for an hour. So, the total duration of the entire course is 50 hours. This applies to both the YL(Ages 9-11 yrs) and EA(Ages 12-15 yrs) courses.

The YP(Ages 15+ yrs) course consists of 40 sessions. Every session runs for an hour. The total duration is 40 hours.

Python certification – There will be a certificate awarded to the student on completion of the course. The Python certification recognizes the skills the student learned and the level of mastery achieved.

## Requirements for the course

• There are no coding prerequisites since our Python course starts with the very basics before moving on to the core concepts.
• The student should have a laptop or computer with a webcam and a stable internet connection to attend the Python course.

1. Can I get a demonstration first of an online session?

A: Yes, we provide a demo tutorial session of the Python course.

2. Is the demo Python session free of cost?

A:  Yes, the demo is free.

3. How can I book the free demo class?

A: You can book the free class from the booking link.

4. What are the days/timing of the Python course?

A: The days and timing of our Python course are flexible. Any time and any day that fits into the student’s schedule can be selected.

5. Can a student understand the Python course easily?

A: Our Python for everybody courses are conducted in a way that even kids can understand and learn advanced Python Programming easily. Also, Python is a programmer-friendly language, and it is not difficult to learn Python.

6. What about Python certification? Will the student receive a certificate on completion of the Python course?

A: The student will get a certificate after completion of the course. The Python certification recognises the skills the student learned and the level of mastery achieved.

7. What does a student need to know before starting the Python training from PurpleTutor?

A: The student simply needs a laptop/computer with a webcam and a stable internet connection, to learn Python with us.

8. Will a student be able to code independently after completion of this course?

A: Yes. Our Python programming courses are designed to build confidence in coding Python Programming by encouraging the student to make projects and games on their own.

9. What are the courses that PurpleTutor offers?

A: PurpleTutor offers courses in Web Development, Artificial Intelligence, Machine Learning, Cyber Security, Space Tech & Roblox Games.

31SP_CDNG_PYN

## What Is Data Science and AI?

Learning new skills is essential when it comes to expanding your knowledge base. Today’s generation should always be ready to keep their skills at the highest level. Enrolling in an Artificial Intelligence Data Science course will allow them to stay on top of the latest trends in the domain. Data science and AI courses developed by the industry experts from PurpleTutor will help to keep the skills and techniques up-to-date.

The Artificial Intelligence Data Science course is designed to introduce students to the fundamentals of Artificial Intelligence & Data Science, including the latest trends and developments in these fields. Taking Data Science and AI course can be highly beneficial for the younger generation. It can prepare them for future job prospects, improve their problem-solving and creative thinking skills, help them to develop ethical considerations, and provide a better understanding of the world. Check out this article to learn more about AI and Data Science courses, which are tipped to revolutionize the job market in the future.

## What will you learn in the course?

The Data Science and AI course is designed based on the age group and duration. Here are the four categories of AI Machine Learning courses online are as follows –

• ### Age 6 to 9 Years (Lil Champs Course)

• During Artificial Intelligence classes, students are given a quick overview of the Scratch programming interface and are then introduced to the basics of Artificial intelligence concepts and terms. Projects based on Text, Voice, and Image recognition are done by the students.

• ### Age 10 to 11 Years (Young Learners Course)

• The Artificial Intelligence course begins with a brief overview of the Scratch programming interface, as well as a basic introduction to the concept and terminology of artificial intelligence at the beginning of the Artificial Intelligence Data Science course. Students develop projects involving text, voice, and image recognition.

During Data Science classes, students will explore and understand different types of data and their real-life applications. They will also be able to analyze data and represent it using different types of charts and infographics.

• ### Age 12 to 14 Years (Early Achievers Course)

• Data Science and AI course begins with students learning about Machine Learning and Artificial Intelligence through various Google AI experiments. Through various image and video manipulation projects created during our AI and ML Courses with the CV2 library of Python, they examine how computers visualize images.

During the Data Science course, students will explore and understand different types of data and their real-life applications. They will be introduced to the working of Google Sheets and will learn how to analyse data, read data from the CSV file, and finally analyse data. Students will learn how to visually represent the data using different types of charts and infographics.

• ### More than 15 Years (Young Professionals Course)

• In this ML and AI course, students will explore AI’s applications, limitations, biases, ethics, and future after discussing what AI is. As part of this course, they will learn about supervised learning, unsupervised learning, deep learning, and neural networks, which are all basic AI terms.

In the Data Science course, students will learn about different types of data and their real-life applications. Analyzing data will be done using Numpy, a Python module. Dataframes will be created using Python Panda library commands. By using Pandas, students will learn how to read data from CSV files and analyze data with data frames. Data will be visually represented using the Python Matplotlib library.

Looking for Artificial Intelligence Data Science course online? Check out PurpleTutor’s Artificial Intelligence and Machine Learning free online course for beginners!

## Benefits of Data Science and AI

Artificial Intelligence and Data Science have become integral parts of many industries. They have the potential to transform our lives and revolutionize the way we work, learn, and live. The students who take a Data Science and AI course can benefit in several ways such as

• Developing computational thinking skills: Data Science and AI course teach students and younger generations how to break down complex problems into smaller, more manageable pieces, which is a skill called computational thinking. By developing these skills, students can learn how to solve problems in a more structured and systematic way.
• Enhances creativity: Data Science and AI course encourages creative thinking, which can help students to come up with innovative solutions to complex problems. By exploring AI and Data Science, students can develop creative skills that can be applied in a wide range of fields.
• Provides exposure to cutting-edge technology: AI and Data Science course provides students with exposure to cutting-edge technology such as machine learning, neural networks, and deep learning. This exposure can inspire them to pursue careers in technology and be at the forefront of innovation in the future.
• Prepares students for the future job market: As AI and Data Science continue to grow in importance, there will be a growing demand for professionals with skills in these areas. By learning AI and Data Science at a young age, students can be better prepared for the future job market and have a competitive edge in their career paths.
• Improves problem-solving skills: Data Science and AI course require problem-solving skills, which can help students to become better at solving problems in all areas of life. By learning to approach problems systematically and logically, students can improve their decision-making skills and become more confident in their problem-solving abilities.

## Course Content

### AGE 6 TO 8 YEARS (LIL CHAMPS COURSE)

During Scratch and Artificial Intelligence classes, students learn about the Scratch programming interface through a movie-making project and a game project. They are then introduced to the basic concepts and terminology of artificial intelligence. They then create Scratch projects using machine learning models that recognize text, voice, and image commands.

 SCRATCH AND ARTIFICIAL INTELLIGENCE Session Concept 1 Overview of Scratch Interface 2 Sprites 3 Algorithms & Scene Building 4 & 5 Movie Making 6 & 7 Events & Game Design 8 & 9 Conditionals 10 Formative Assessment TEXT RECOGNITION 11 Introduction to Artificial Intelligence 12 History of AI 13 How does AI work? 14 & 15 Text recognition 16 Chatbots 17 & 18 Events and Text recognition VOICE RECOGNITION 19 Storyboarding 20 & 21 Voice Recognition 22 Formative Assessment IMAGE RECOGNITION 23 Image Detection, Recognition 24 Image classification with machine learning 25 Introduction to Teachable Machine 26 & 27 Image recognition 28 Face Recognizer 29 Shy Panda 30 Formative Assessment

### AGE 9 TO 11 YEARS (YOUNG LEARNERS COURSE)

During the initial phase of our online Artificial Intelligence classes, students will get introduced to the Scratch Programming interface through movie making and game projects. After having understood the basics of what AI is, students will get explored the coding concepts involving conditionals, events, lists, functions, and so on. The students then learn to train machine models to recognize text, voice, and image commands and use the same models to create projects in Scratch.

 SCRATCH AND ARTIFICIAL INTELLIGENCE Session Concept 1 Scratch Coding & Movie Making 2 Sprites 3 Algorithms & Scene Building 4 & 5 Movie Making 6 & 7 Events & Game Design 8 & 9 Conditionals 10 Etch-Sketch 11 & 12 Cloning 13 & 14 Operators 15 & 16 List 17 & 18 Function 19 & 20 Video Sensing 21 Formative Assessment TEXT RECOGNITION 22 Introduction to Artificial Intelligence 23 History of AI 24 How does AI work? 25 & 26 Emotion Detector Bot 27 & 28 Chatbot 29 & 30 Smart Room 31 & 32 News Paper 33 Formative Assessment VOICE RECOGNITION 34 Storyboarding 35 Alien Walk 36 Jargon Buster 37 Secret Code 38 Formative Assessment IMAGE RECOGNITION 39 Image Detection, Recognition 40 Image classification with machine learning 41 Teachable Machine 42 & 43 Chameleon 44 Emoji Mask 45 Face Recognizer 46 Laser Eyes 47 Introduction to Fooled Project 48 Fooled Project – Coding & Testing 49 Shy Panda 50 Formative Assessment

While pursuing Data Science, students will explore and understand different types of data and their real-life applications. They will be introduced to the working of Google Sheets and will learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. During the data analysis module, they will learn the Python Pandas library commands to read data from the CSV file and create data frames to analyze data.

 INTRODUCTION TO DATA SCIENCE Session Concept 1 Introduction to Data and Data Science 2 Introduction to Google sheets 3 4 Using formulae in Google Sheets 5 6 Formative Assessment 7 Event Planning 8 Data Visualization 9 10 Data Representation 11 12 Data Visualization techniques 13 Data cleanup 14 15 Introduction to Infographics 16 Creating the Infographic 17 Formative Assessment 18 Introduction to Data Analysis & Python Basics 19 20 21 Introduction to Pandas Series 22 Introduction to pandas DataFrames 23 24 25 Introduction Pandas Statistical Functions 26 Working with Text Files and .csv Files in Python 27 28 Pandas Plotting 29 30 Formative Assessment

### AGE 12 TO 15 YEARS (EARLY ACHIEVERS COURSE)

We offer one of the best AI and ML courses that make the students get introduced to the world of Artificial Intelligence. They will get a chance to experiment with various AI experiments and understand the power of AI. They then create voice, image, and text recognition projects using teachable machines and Scratch. Following this, they use the CV2 library of Python to explore how computers visualize images and manipulate images.

 ARTIFICIAL INTELLIGENCE Session Concept 1 What is Artificial Intelligence? 2 History of AI 3 How does AI work? 4 & 5 Emotion Detector Bot 6 & 7 Smart Room 8 Image detection, recognition, and Image classification with ML 9 Teachable Machine & Introduction To Chameleon 10 Coding Chameleon & Introduction To Fooled 11 Coding “Fooled” 12 Emoji Mask & Creating Face Filters 13 & 14 Image Representation 15 How computers read images? 16 Getting Started with Image Processing 17 Edit Grayscale images 18 Color images with 3D Arrays 19 & 20 Edit Color images 21 Edit backgrounds 22 Formative Assessment 23 & 24 Edge Detection 25 & 26 Face Detection 27 & 28 Invisibility Cloak 29 Formative Assessment 30 Machine Learning Algorithms 31, 32 & 33 Decision Trees 34 Ethics and Bias in Machine Learning 35 Neural Networks 36, 37 & 38 Chatbot Project 39 & 40 Make Me Happy Project

As students pursue the Data Scientist course, they will explore and understand different types of data and their real-life applications. Data analysis will be taught using the Python Numpy module and Google Sheets. Students will learn how to create data frames using Python Panda’s commands. With Pandas, students will read and analyze CSV files using data frames. Matplotlib is a Python library that helps students visualize data visually.

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 & 7 The math module 8 & 9 The random module 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 & 16 Classes and Objects 17 & 18 Principles of OOP 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 & 28 Operations on numpy arrays 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 & 33 Operations on Pandas Dataframes 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 & 40 Matplotlib-Bar plot and Histogram 41 & 42 Matplotlib-Scatter plot 43, 44 & 45 Data Science Project

### MORE THAN 15 YEARS (YOUNG PROFESSIONALS COURSE)

Our AI ML courses online that are meant for the “Young Professionals” begins with a discussion of what AI is and then explore its applications, limitations, biases, ethics, and future. Upon taking the AI Full Course students will gain an understanding of AI terms like supervised learning, unsupervised learning, deep learning, and neural networks.

 Introduction to AI and Machine learning Session Concept 1 Intelligence and its types 2 Evolution of AI and the Big Ideas of AI 3 & 4 Creating a simple Chatbot 5 & 6 Understanding Machine Learning 7 & 8 Tic-Tac-Toe project 9 Deep Learning with Neural Networks 10 & 11 MNIST digit recognition project 12, 13 & 14 Virtual Assistant project

In the Data Science course, students will learn about different types of data and their real-life applications. Analyzing data will be done using Numpy, a Python module. Dataframes will be created using Python Panda library commands. By using Pandas, students will learn how to read data from CSV files and analyze data with data frames. Data will be visually represented using the Python Matplotlib library.

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

## Course Accessibility, Duration & Certificate

PurpleTutor has designed a 30 sessions Artificial Intelligence Machine Learning course for “LIL CHAMPS” whose ages can be between 6 to 9. Each session is one hour long and they conclude by creating Scratch projects using machine learning models that recognize text, voice, and image commands. Students will be awarded a certificate at the end of the AI and ML course.

We have designed the best Data Science and AI course for “YOUNG LEARNERS” who fall under the age group of 10 and 11. The Artificial Intelligence course will be taught in 50 sessions, each lasting one hour.  Upon concluding students receive an Artificial Intelligence certificate. Introduction to Data Science for Young Learners comprises 30 one-hour sessions.

Students between the ages of 12 and 14 can enroll in the Data Science and AI course for “EARLY ACHIEVERS”. The Machine Learning and AI course consists of 40 sessions lasting 40 hours in total. We will award a certificate of completion to the student at the end of our online Artificial Intelligence certificate course.The Data Science Course completion certificate is awarded to Early Achievers upon completion of 45 sessions Data Science Course in Python.

The Data Science and AI course is designed for the “YOUNG PROFESSIONALS” who are 15 years old and above. This 14-session Artificial Intelligence Online Course begins with a discussion of what AI is and then explores its applications, limitations, biases, ethics, and future. Each session will be for one hour and at the end of 14 hours students will gain an understanding of AI terms like supervised learning, unsupervised learning, deep learning, and neural networks. The Data Science with Python for Young Professionals course consists of 45 sessions of one hour each, making the total duration of this course 45 hours.

## Requirements for the Course

To take our AI and Data Science course,

• There are no coding prerequisites for Artificial Intelligencand Machine Learning, as the course will start with the very basics before moving on to the core concepts.
• Students are expected to know the basics of Python Programming before starting with Data Science.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our AI and Data Science courses online.

###### 1. Can I try a free class for coding?

A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

###### 2. Is the ML & AI course schedule flexible?

A: The courses are flexible. You can select any time and any day that works around the student’s schedules.

###### 3. How do I know whether Data Science and AI course is right for any student?

A: The teachers assess the level of the student in the demo class based on which the course is suggested.

###### 4. Will the student receive a certificate for the Data Science and AI course?

A: Students get certificates after completion of each course. The certificate recognizes the skills the student learned and the level of mastery achieved.

###### 5. What do you require to enroll in the Data Science and AI course from PurpleTutor?

A: You need a laptop/computer with a webcam and a stable internet connection. There are no coding prerequisites to start with Artificial Intelligence. We recommend students take our Python courses before starting with Data Science.

###### 6. What are the courses that PurpleTutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, & Roblox Games.

###### 7. What level will any student reach in coding after completing the Data Science and AI course?

A: Students learn everything about Artificial Intelligence during the course like machine learning, computer vision, natural language processing, text recognition, voice recognition, and image recognition. According to the Data Science and AI course that they have undertaken, they will learn as per the curriculum.

30SP_AI_DTA_SC_CRS

# Python Crash Course

## What is a Python Crash Course?

Python is a widely used and growing tool in data science and is essential to anyone starting out. Data analysts are expected to have a wide range of skills, so learning Python along with other data analytics skills will make you a stronger candidate. But, where to start? That’s where Purple Tutor’s Python Crash Course comes in.

The Python Crash Course that we offer will let you start off by diving into the basics of writing a computer program. As you progress through the course, you’ll experience a variety of programming concepts through interactive exercises and real-world examples. Once you learn how to create code, computers will be able to perform a multitude of tasks — all you have to do is tell them what to do.

Overall, Purple Tutor’s Python Crash Course is an excellent option for anyone who wants to learn Python. The course is well-structured and easy to follow, and the hands-on exercises and projects are practical and relevant. If you’re looking to learn Python, our Python Course is definitely worth considering. Get more information about Python Crash Course and our online classes in this article.

## What will you learn in our Python Crash course?

Our Python Crash course has been categorized according to the age of the student. One of the best things about Purple Tutor’s Python Crash course is that it’s self-paced. You can learn at your own speed and review the material as many times as you need to. The course is also taught by experienced instructors who are available to answer your questions and provide feedback on your work.

These are the 3 categories available  –

1. Age group 9 – 11 years – Young Learners Course (YL)
2. Age group 12 – 15 years – Early Achievers Course (EA)
3. Age group 15+ years – Young Professionals Course (YP)

In the first 2 categories – YL(Ages 9-11 yrs) and EA(Ages 12-15 yrs), students start with a course to learn basic Python using the Python Turtle library. This Python for beginners course teaches the student basic Python and also focuses on developing their problem-solving and algorithm-building skills.

The Python Crash Course for beginners course will teach the student –

• how to write code for creating pictures in Turtle, using the coordinate system
• to understand and use loops, conditionals, and functions

After completion of the basic level course, the student moves to the second course which is the advanced level course.

• create and manage data structures like Strings, Lists, Dictionaries, Sets, and Tuples.
• generate and apply random numbers for making game projects
• create GUI-Graphical User Interface projects with Tkinter. (For EA course)

The third category of our Python programming courses – YP(Ages 15+ years) – is the Core Python course.

The Python Crash Course for Young Professionals is primarily meant for students at the senior school and junior college levels. In this course, we cover the following topics –

• Basic syntax and data types in Python
• Control structures such as loops and conditionals
• Functions and modules
• Exception handling
• Data structures
• Sorting and searching algorithms

To get a glimpse of what the student will learn, check out our free Python lessons for beginners

## What are the benefits of taking our Python Crash Course?

The popularity of Python in recent years has caused many companies, regardless of their scale, to accept it as their main language when it comes to writing codes and developing applications. Many organizations are now hiring candidates who are proficient in Python coding.

The younger generation can acquire this indispensable skill by taking a Python Crash Course. Here are some of the benefits they can gain:

1. Enhancing problem-solving skills: Python is an excellent language for beginners because it is relatively easy to learn and use. As they learn to code in Python, students will develop problem-solving skills that will help them in various aspects of their lives. They will learn to break down complex problems into smaller, more manageable tasks and use logical thinking to solve them.
2. Preparing for future careers: Python is used in many industries, including tech, finance, and healthcare. By learning Python, students can prepare themselves for a variety of future careers. Even if they don’t end up pursuing a career in programming, the problem-solving skills they develop while learning Python will be valuable in any field.
3. Understanding Technology: In today’s digital age, it’s essential for young people to have a basic understanding of technology. By learning Python, students will gain an understanding of how computer programs work, which will help them make more informed decisions about technology.
4. Boosting creativity: Programming is a creative pursuit that allows individuals to express themselves through code. As students learn to code in Python, they will discover how they can use their creativity to create unique programs and solutions to problems.
5. Building confidence: Learning to code can be challenging, but it can also be incredibly rewarding. As students work through the Python Crash Course, they will develop a sense of accomplishment as they create their programs and solve problems. This can help build their confidence and encourage them to continue pursuing their interests in technology and programming.

## Course Content

PurpleTutor has Python programming courses for these 3 age groups –

1. Age Group 9 to 11 Years – Young Learners Course (YL)
2. Age Group 12 to 15 Years  – Early Achievers Course (EA)
3. Age Group 15+ Years – Young Professionals Course (YP)

These are the details of each course:

### Age Group 9 to 11 Years: Young Learners Course (YL)

This course is divided into 2 parts.

The first part is an Introduction to Python programming.  This Is a Python for beginners course. This course for coding Python programming enables the student to learn basic Python. It introduces kids to the problem-solving and language basics they need to write simple programs and build small projects of their own. The course consists of 20 sessions(20 hours)

You can explore the Introduction to Python programming content for the YL(Ages 9-11 yrs) course here –

Age Group 9 to 11 Years – Young Learners Course (YL)

Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 Drawing Shapes 3 4 Cartesian coordinate system 5 Project Work 6 Formative Assessment 7 Why do we need Loops ? 8 More about Loops 9 Practice activities 10 Tinkering with Nested Loops 11 Project Work 12 13 User Input, variables, Data types 14 Conditionals 15 Customized birthday card 16 Functions 17 Making a Beautiful Landscape 18 Events 19 Project Work 20 Formative Assessment

The second YL course is the Advanced Python Programming course. This course for coding Python programming builds on these basic tools and progresses to advanced topics, the projects increase in complexity, along with the child’s expertise and understanding of the language. The course consists of 30 sessions(30 hours)

You can explore the Advanced Python Programming course content for the YL(Ages 9-11 yrs) course here –
Age Group 9 to 11 Years – Young Learners Course (YL)
Advanced level course – 30 sessions

 ADVANCE PYTHON PROGRAMMING Session Concept 1 Output, variables and input 2 3 Data Types 4 5 Operators in Python 6 7 Conditional Flow 8 9 Assessment- I 10 Lists in Python 11 12 13 Random Module 14 Practice Challenges 15 Introduction to Loops 16 17 18 Nested Loops 19 While Loops 20 21 Game Design Project 22 23 Defining & Calling Functions in Python 24 25 26 Events 27 Game Design Project 28 29 30

### Age Group 12 to 15 Years: Early Achievers Course (EA)

This course is split into 2 courses.
The first course (basic level) is the Introduction to Python programming< course. This Is a Python course for beginners. This course enables the child to learn basic Python. It introduces kids to the problem-solving and language basics they need to write simple programs and build small projects of their own. The course consists of 20 sessions(20 hours)
You can explore the EA course content for the Introduction to Python programming course for Ages 12-15 years, here –
Age Group 12 to 15 Years – Early Achievers Course (EA)

Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 3 Drawing Shapes 4 5 Simple Animation 6 Formative Assessment 7 Why do we need Loops ? 8 Tinkering with Nested Loops 9 10 Project Work 11 12 Formative Assessment 13 User Input 14 Events 15 Conditionals 16 Game Design Part 1 17 18 Game Design Part 2 19 20 Formative Assessment

The second EA(Ages 12-15 yrs) course is the Advanced Python Programming course. This course builds on the basic tools and progresses to advanced topics, the projects increase in complexity, along with the student’s expertise and understanding of the language. The course consists of 30 sessions(30 hours)

You can explore the EA Advanced Python Programming course content for Ages 12-15 years, here –

Age Group 12 to 14 Years  – Early Achievers Course (EA)
Advanced level course – 30 sessions

 ADVANCED PYTHON PROGRAMMING Session Concept 1 Communicate with Computer 2 3 Operators and Conditional statements 4 5 Introduction to Loops, For loops 6 7 Formative Assessment 8 Nested Loops 9 While Loop 10 11 Dictionaries and Functions 12 13 Formative Assessment 14 Algorithms and Debugging your programs 15 Lists 16 17 2d Lists 18 Strings 19 20 More about Dictionaries 21 Practice Session 22 Code Detective 23 Tuple 24 25 Set 26 Debugging your programs 27 Tkinter Module 28 29 Project Work 30

### Age Group 15+ years – Young Professionals Course (YP)

This course for coding Python programming teaches the core concepts, and then moves to advanced topics. The course consists of 40 sessions(40 hours)

You can explore the Young Professionals Course (YP) course for ages 15+ years here-
Age Group 15+Years:  Young Professionals Course (YP)
Advanced level course – 40 sessions

 Python Basics In this module, the students will reinforce their knowledge of the core Python programming concepts. They will get hands-on experience on activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions and variables. Session Concept 1 Communication with the computer – Basic Python Commands 2 Communication with the computer – Basic data types, variables and typecasting 3 & 4 Conditionals 5 & 6 Loops and Iterations 7, 8 & 9 Functions 10 Assessment 11 Practice Session Python Data Structures – I In this module, the students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks and queues. they will be given practice to write code on how to manipulate data in these data structures using python functions. 12 & 13 Strings 14 & 15 Lists 16 2D Lists 17 Tuples 18 & 19 Sets 20 & 21 Dictionaries 22 Assessment 23 Practice Session Python Data Structures – II In this module, the students will learn how to search and sort data using python functions. Binary and Linear search algorithms will be explained for searching elements. Insertion and bubble sort algorithms will be explored to sort data. 24 & 25 Searching 26 Practice Session 27, 28 & 29 Sorting 30 Practice Session 31 & 32 Stacks 33 & 34 Application of stacks 35, 36 & 37 Queue 38 & 39 Application of queues 40 Assessment

## Course Duration & Certificate

Course DurationOur Python course consists of 50 sessions, each session runs for an hour. So, the total duration of the entire course is 50 hours. This applies to both the YL(Ages 9-11 yrs) and EA(Ages 12-15 yrs) courses.

The YP(Ages 15+ yrs) course consists of 40 sessions. Every session runs for an hour. The total duration is 40 hours.

Python certification – There will be a certificate awarded to the student on completion of the course. The Python certification recognises the skills the student learnt and the level of mastery achieved.

## Requirements for the course

• There are no coding prerequisites since our Python course starts with the very basics before moving on to the core concepts.
• The student should have a laptop or computer with a webcam and a stable internet connection to attend the Python course.

1. Can I get a demonstration first of an online session?

A: Yes, we provide a demo tutorial session of the Python course.

2. Is the demo Python session free of cost?

A:  Yes, the demo is free.

3. How can I book the free demo class?

A: You can book the free class from the booking link.

4. What are the days/timing of the Python Crash course?

A: The days and timing of our Python Crash course are flexible. Any time and any day that fits into the student’s schedule can be selected.

5. Can a student understand the Python Crash course easily?

A: Our Python for everybody courses are conducted in a way that even kids can understand and learn advanced Python Programming easily. Also, Python is a programmer-friendly language, and it is not difficult to learn Python.

6. What about Python certification? Will the student receive a certificate on completion of the Python Crash course?

A: The student will get a certificate after completion of the course. The Python certification recognises the skills the student learned and the level of mastery achieved.

7. What does a student need to know before starting the Python training from PurpleTutor?

A: The student simply needs a laptop/computer with a webcam and a stable internet connection, to learn Python with us.

8. Will a student be able to code independently after completion of this course?

A: Yes. Our Python programming courses are designed to build confidence in coding Python Programming by encouraging the student to make projects and games on their own.

9. What are the courses that PurpleTutor offers?

A: PurpleTutor offers courses in Web Development, Artificial Intelligence, Machine Learning, Cyber Security, Space Tech & Roblox Games.

29SP_PYN_CRSH_CRS

## What are Coding Classes for Kids?

In today’s digital world, problem-solving skills, logical thinking, and creativity are essential skills for kids. Coding classes for kids have now become more accessible and convenient due to the advent of online learning platforms. The purpose of this article is to provide information about what coding classes for kids are and to identify the best online coding classes for kids.

Coding classes for kids online are an excellent way to introduce children to the world of computer programming. Choosing the best online coding classes for kids can be difficult because there are so many options available. It’s important to consider factors like age-appropriateness, interactive nature, instructor qualifications, and flexibility of schedule when choosing coding courses for kids.

By enrolling your child in the best coding classes for kids, you are giving them valuable skills that will benefit them in the future.

## What will you learn in the Coding Classes?

Online coding for kids has become increasingly popular in recent years. With the growth of technology and the internet, children can now learn to code from the comfort of their own homes. Whether your child lives in a rural area or a big city, online coding classes can bring quality coding education to your doorstep.

Purple Tutor provides a variety of online coding classes for children aged 6 to 15+ years old. The courses include Scratch coding, Python, Artificial Intelligence, 2D and 3D animation & game designing, Java Script, web development, Space Technology, and App Development. These coding courses for kids are designed to be engaging and interactive, allowing children to learn and develop their problem-solving skills while having fun.

PurpleTutor offers coding classes online for kids across 4 different student age groups as follows:

### Age 6 to 9 Years (Lil Champs Course)

1. BASIC PROGRAMMING CONCEPTS – Understanding basic concepts of programming such as commands, sequencing, algorithm, and code through unplugged activities and puzzles.
2. ADVANCED PROGRAMMING CONCEPTS – Exploration of advanced concepts of programming and how to use them in building personalized projects for visual storytelling and games
3. BASIC ANDROID APP DEVELOPMENT- Knowing the basics of UI/UX design and developing simple apps, using the Thunkable interface.
4. ADVANCE ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
5. SCRATCH AND ARTIFICIAL INTELLIGENCE – Experiencing Scratch programming interface using a movie-making project and a game project. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
6. SPACE TECHNOLOGY: Unravel mysteries of Space by building fascinating games and prototype models based on the concepts of space

### Age 10 to 11 Years (Young Learners Course)

1. BASIC PROGRAMMING CONCEPTS – Developing an understanding of programming concepts such as commands, sequencing, algorithms, and code through unplugged activities.
2. 2D ANIMATION AND GAME DESIGN – Creating beautiful landscapes, and drawings as well as developing animations and interactive games using JavaScript in a Block-Based Coding environment.
3. ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable.
4. ADVANCED ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
5. SCRATCH AND ARTIFICIAL INTELLIGENCE – Experiencing Scratch programming interface using a movie-making project and a game project. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform
6. INTRODUCTION TO PYTHON PROGRAMMINGLearning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands
7. 3D ANIMATION AND GAME DESIGN –Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
8. SPACE TECHNOLOGY – Unravel mysteries of Space by building fascinating games and prototype models based on the concepts of space
9. WEB DEVELOPMENT AND CYBER SECURITYCreating their own website using HTML commands and styling it using CSS. Exploration of the safe techniques to be followed while working on the internet.
10. INTRODUCTION TO DATA SCIENCE Learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Age 12 to 15 Years (Early Achievers Course)

1. 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT – Creating beautiful landscapes, and drawings as well as developing animations and interactive games using JavaScript in a Block-Based Coding environment.
2. INTRODUCTION TO PYTHON PROGRAMMING – Learning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands.
3. ADVANCED PYTHON PROGRAMMING – Exploration of advanced Python concepts such as data types, type casting, and basic data structures like tuples, lists, and dictionaries.
4. ARTIFICIAL INTELLIGENCE –  Practical experience in the making of voice, image, and text recognition projects using teachable machines and Scratch using Artificial Intelligence. Opportunity to create various image and video manipulation projects using the CV2 library of Python.
5. ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable. Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
6. WEB DEVELOPMENT – .Creating their own website using HTML commands and styling it using CSS.
7. 3D ANIMATION AND GAME DESIGN – Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
8. DATA SCIENCE – PYTHON Learning to use Python Panda library commands to create dataframes and CSV File handling techniques. Representation of the data using Python Matplotlib library.
9. SPACE TECHNOLOGY – Building 3D models and simulations of the functionalities, based on the concepts of space and the technology that is used for it. Exposure to Tech-driven projects in 3D.

### Age 15+ Years (Young Professionals Course)

1. PYTHON BASICS – Understanding of basic data types, conditionals, loops, typecasting, basic data types, functions, and variables.
2. PYTHON DATA STRUCTURES – Exploration of advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks, and queues. Learning to code on how to manipulate data in these data structures using python functions. Course ends with the thorough conceptual understanding of searching and sorting algorithms
3. DATA SCIENCE FUNDAMENTALS WITH PYTHON – Learning how to use the math, random and statistics Python libraries that are used in Data Science. Understanding of Object-Oriented Programming concepts and its applications.
4. DATA SCIENCE WITH PYTHON – Knowing statistics module functions on data. Learning how to organize and manipulate data using NumPy. Representing data in graph using Mathplotlib
5. INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGExploration of the applications, limitations, biases, ethics, and future of AI. Understanding the basic AI terms such as supervised learning, unsupervised learning, deep learning and neural networks.

## Benefits of Coding Classes For Kids

In today’s digital age, online coding classes for kids have become increasingly popular. With the convenience and flexibility of online learning, children can learn to code from the comfort of their own homes.

• Convenience and flexibility- Online coding courses for kids offer the convenience and flexibility that traditional in-person classes cannot.
• Access to a wide range of courses – Online coding class for kids can be taught by instructors from all over the world, offering a variety of teaching styles and perspectives.
• Personalized learning – Students can work at their own pace and receive individualized feedback from their instructors.
• Engaging and interactive learning –  Students stay engaged and motivated throughout the learning process, making it more likely for them to continue learning and practicing coding.
• Exposure to advanced technology –  By exposing students to these technologies, they can develop skills that will be useful in future careers in technology
• Lower Cost – Without the need for a physical classroom or materials, online coding classes for kids can offer lower tuition costs. Additionally, parents don’t need to worry about transportation costs or the expense of purchasing textbooks or other materials.

Overall, coding classes for kids offer a unique learning experience that can be tailored to a child’s individual needs and interests.

## Course Content, Duration and Certificate

With a world-class curriculum, we provide the best coding classes for kids.

To view the detailed course content for each course, please click on the course name. Each course will last for a varied number of sessions with each session lasting for one hour. Students will be eligible to get a certificate at the end of each of the given courses.

### Ages 6-8 years (Little Champs Course)

 SL. No. Course Name Duration(hrs) 1,2 BASIC PROGRAMMING CONCEPTS + ADVANCED PROGRAMMING CONCEPTS 30 (10+20) 3, 4 BASIC ANDROID APP DEVELOPMENT + ADVANCE ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 30 6 SPACE TECHNOLOGY 40

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 BASIC PROGRAMMING CONCEPTS 10 2 2D ANIMATION AND GAME DESIGN 20 3,4 ANDROID APP DEVELOPMENT + ADVANCED ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 50 6 INTRODUCTION TO PYTHON PROGRAMMING 20 7 ADVANCE PYTHON PROGRAMMING 30 8 3D ANIMATION AND GAME DESIGN 40 9 SPACE TECHNOLOGY 40 10 WEB DEVELOPMENT AND CYBER SECURITY 40 11 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT 20 2 INTRODUCTION TO PYTHON PROGRAMMING 20 3 ADVANCED PYTHON PROGRAMMING 30 4 ARTIFICIAL INTELLIGENCE 40 5 ANDROID APP DEVELOPMENT 25 6 WEB DEVELOPMENT 40 7 3D ANIMATION AND GAME DESIGN 40 8 DATA SCIENCE – PYTHON 45 9 SPACE TECHNOLOGY 40

### Ages 15+ years (Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25) 4 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirements

• For the majority of the coding courses for kids, there are no coding pre-requisites needed, since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take any of our coding classes online for kids.
• To take any of the Data Science coding courses, the student needs to have knowledge of core Python programming concepts.
• For the 3D Animation and Game Design course and the Space Tech course for Age group 12-15 years, please go through Roblox hardware and OS requirements as mentioned here.

1. Do you offer a free demo coding class for kids?

A: Yes, We offer one free demo class. You can book the free class from the booking link.

2. Can I choose my own days and timings for the coding classes for kids?

A: Yes. The days and timings of the online coding classes for kids are flexible. You can select any time and any day that suits your time-table.

3. How do I know if a student can understand the course easily?

A: The teachers assess the level of the student in the demo class and then will give the suggestion of whether to go ahead with the course online.

4. Is there any certificate given for the coding classes for kids?

A: The student will get a certificate after completion of the course.

5. What do you require for learning coding from PurpleTutor?

A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding pre-requisites required except for the Data Science coding courses. For these, the student needs to have knowledge of core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech course for Age group 12-15 years, Please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the course?

A.Yes, we assess the student periodically during the progress of the classes, and give feedback on the student’s performance.

28SP_CDNG_CLS_KIDS

## What is data analysis using Python?

The process of data analysis using Python involves –

• Gathering data from various sources, such as surveys, experiments, or databases.
• Cleaning and preprocessing data.
• Visualizing and summarizing the data to identify patterns and relationships.
• Using statistical and computational techniques to test hypotheses and draw conclusions.
• Communicating the findings of the analysis to stakeholders in a clear and meaningful way.

One of the main advantages of data analysis using Python is its ease of use. Python’s syntax is simple and easy to learn, making it an accessible language for both novice and experienced data analysts. Additionally, Python has a large and active community of users who contribute to a wide range of open-source libraries and tools designed specifically for data analysis using Python. These libraries, such as Pandas, NumPy, and Matplotlib, provide powerful data manipulation and visualization capabilities that can greatly streamline the process of data analysis using Python.

PurpleTutor presents a great course for learning data analysis using Python. Our course covers all the fundamental concepts of data science, using Python to code the analytical tasks. Take a look at some more details about this course.

## What will you learn in our data analysis using Python course?

The data analysis using Python course has been created and curated for students belonging to the following age groups:

### Age group: 9-11 years

In this age group, students will –

• Review core concepts of the Python programming language such as variables, data-types, conditionals, loops and functions.
• Learn how to collect and store data with Google Forms and Sheets.
• Learn how to handle, clean and present data using libraries like Pandas
• Learn how to manage csv files in data analysis using Python
• Learn how to visualize data in the form of graphs using Pandas
• Learn how to interpret, analyze and solve real-world data problems.

### Age group: 12 years and above

In this age group students will –

• Review Python programming language core concepts.
• Learn how to import and use Python modules needed for data analysis using Python, such as the math, random, statistics modules.
• Learn about Object Oriented Programming.
• Learn how to apply statistical methods to data.
• Learn how to handle data files such as csv files in data analysis using Python
• Perform data handling and cleaning using libraries like Pandas and NumPy.
• Perform data visualization using libraries like Matplotlib.
• Handle and solve real-world data problems.
• Understand what is meant by big data.
• Create and use a machine learning model to analyze big data and detect any bias in it.

In short, through our data analysis using Python course, students will gain proficiency in the skills and knowledge required to perform end-to-end data analysis and modeling tasks.

## How will a student benefit from our data analysis using Python course?

A student will benefit in several ways by taking up our data analysis using Python course. Let’s see some of the benefits –

• Enhanced data analysis skills: Learning data analysis using Python can help students develop a range of data analysis skills, such as data cleaning, manipulation, visualization, and modeling. These skills can be useful for conducting research, analyzing data for academic projects, or exploring personal interests.
• Improved critical thinking: Data analysis using Python involves interpreting and drawing conclusions from data, which can help students develop critical thinking skills. By learning how to analyze data using Python, students can improve their ability to evaluate information, make logical conclusions, and communicate insights effectively.
• Increased productivity: Python has a wide range of libraries and tools designed specifically for data analysis, which can help students perform data analysis tasks more efficiently. By learning how to use these libraries and tools, students can save time and increase their productivity.
• Career options: For older students, one of the main benefits of learning data analysis using Python is that it can open up a range of career options for the future. Many industries, such as finance, healthcare, and marketing, are increasingly relying on data analysis to perform informed decision-making. By learning the fundamentals of data analysis using Python, students can get early exposure to this vast field. They can then aim for careers in data analysis, data science, or related fields, based on their interest and aptitude.

Overall, our data analysis using Python course can provide students with valuable skills and knowledge that can be useful in a variety of contexts, from academic research to career development.

## Course Content

Our course has been created especially for students falling in the following age groups:

### Age group: 9-11 years

Name of the course – Introduction to Data Science – Young Learners (YL)

In this course, students will explore and understand different types of data and their real life applications. They will work with Google Forms and Google Sheets. They will learn how to perform numerical analysis on data and represent data using different types of charts and infographics. In the data analysis using Python course, students will learn how to use the Python Pandas library commands for reading data from CSV files and how to create dataframes to analyze data. Students also learn how to use Pandas to visually present the data.

The content for the course- Ages 9-11 years can be explored here –

 INTRODUCTION TO DATA SCIENCE Session Concept 1 Introduction to Data and Data Science 2 Introduction to Google sheets 3 4 Using formulae in Google Sheets 5 6 Formative Assessment 7 Event Planning 8 Data Visualization 9 10 Data Representation 11 12 Data Visualization techniques 13 Data cleanup 14 15 Introduction to Infographics 16 Creating the Infographic 17 Formative Assessment 18 Introduction to Data Analysis & Python Basics 19 20 21 Introduction to Pandas Series 22 Introduction to pandas DataFrames 23 24 25 Introduction Pandas Statistical Functions 26 Working with Text Files and .csv Files in Python 27 28 Pandas Plotting 29 30 Formative Assessment

### Age group: 12 – 15 years

Name of the course – Data Science with Python for Early Achievers

In the above data analysis using Python course, students will explore and understand different types of data and their real-life applications. They will use Google Forms and Sheets for data collection and summarizing. Students will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. Using Pandas, students will learn how to read data from the CSV file and use dataframes to analyze data. Students will learn how to visually represent the data using the methods of the Python Matplotlib library. The data is represented using different types of charts.

Explore the content for the Data Science with Python course for ages 12-15 years, here –

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

### Age group – 15+ years

Name of the course – Data Science with Python for Young Professionals (YP)

While pursuing the above data science using Python course, students will explore and understand different types of data and their real-life applications. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. Using Pandas, students will learn how to read data from the CSV file and use dataframes to analyze data. Students will learn how to visually represent the data using the methods of the Python Matplotlib library. The data is represented using different types of charts.

You can explore the the content for the Data Science with Python course for ages 15+ years here –

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

## Duration and Certificate of Course

The Data Science with Python for Ages-9-11 years course consists of 30 sessions of one hour each, therefore the total duration of this course is 30 hours.
The Data Science with Python for Ages-12-15 years course consists of 45 sessions of one hour each, therefore the total duration of this course is  45 hours.
The Data Science with Python for Ages-15+ years course consists of 45 sessions of one hour each, therefore the total duration of this course is 45 hours.

The student is awarded a certificate on completion of the course. The certificate recognises the skills of the student learnt and the level of mastery achieved.

## Requirements for the course

• Students need to have some knowledge of the following, prior to taking up our data analysis using Python course – core Python Programming concepts such as variables, data-types, loops, conditionals, functions. They should be able to write Python code for performing small tasks.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our Data Science using Python course.

1. Do you offer a free demo class?
A: Yes. We offer one free demo class. You can book the free class from the booking link.

2. Can I choose my own days and timings for the classes?
A: Yes. The days and timings of the classes are flexible. You can select any time and any day that suits your timetable.

3. How do I know if a student can understand the data analysis using Python course easily?
A: The teachers assess the level of the student in the demo class and then will give the suggestion of whether to go ahead with the course online.

4. Is there any certificate given on completion of the course?
A: The student will get a certificate after completion of the course.

5. What do you require for learning data science using Python from PurpleTutor?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection

to take our Python for data science course online, and also some prior knowledge of the basic Python core concepts.

6. Do you have assessments during the course?
A. Yes, we assess the student periodically during the progress of the classes and give feedback on the student’s performance.

26SP_DTASC_FND_PYN

# Coding Courses

## What is coding? How can students learn coding?

• One of the best ways for a student to learn coding is by attending coding classes. The coding classes could be taken online from home, or the student may choose to take up a coding course at a coding academy, or at school. Many schools offer coding classes as part of their curriculum.
• Students can also attend a coding bootcamp. These are intensive, short-term programs that teach students the skills they need to become good coders.
• There are many free resources available on the internet, such as tutorials and guides, that provide coding training. Coding schools like Khan Academy and others are great resources for learning coding online. Students can take their coding classes free of cost.
• Coding sites like Github, Stack Overflow etc provide a wonderful platform for beginners to clarify doubts and polish their coding skills.
• Coding competitions: Competitive coding is a great and fun way for students to build their coding knowledge. The competition prizes and thrill of competing with their peers will inspire them to perfect their coding skills.

It’s important to remember that to learn coding takes time and effort, but with dedication and persistence, anyone can learn coding, especially if they have expert guidance along the way. The coding journey becomes interesting and easier if the student attends well-structured and interactive coding classes conducted by experienced coding instructors.

That’s where PurpleTutor comes in. We provide a wide spectrum of the best online coding courses covering the most popular and in-demand programming languages. Our coding classes are created and categorized according to different age groups of students. In addition to beginner coding classes which start with block-based coding, we offer advanced coding courses, in which students create their own exciting projects, games, websites and apps.

## Why does a student need to learn coding?

Learning to code has become increasingly important in today’s world, where technology plays a significant role in nearly every aspect of our lives. Here are some reasons why a student needs to learn coding:

• Problem-Solving Skills: Coding teaches students how to think logically and break down complex problems into smaller, more manageable parts. This skill set can be applied to any area of study or profession.
• Creativity and Innovation: Coding provides a medium for students to express their creativity and explore innovative solutions to problems. It encourages them to experiment, learn from failures, and keep iterating until they find the best solution.
• Digital Literacy: In today’s digital age, it is crucial for students to understand how technology works and how to use it effectively. Coding classes help students develop digital literacy skills, making them more confident and competent users of technology.
• Future-Proofing: Technology is rapidly evolving, and taking coding classes ensure that students are prepared for the future job market. Coding courses equip them with the skills and knowledge needed to adapt to new technologies and stay ahead of the curve.
• Career Opportunities: With the increasing demand for technology professionals, coding courses open up many career opportunities in fields such as software development, data analysis, cybersecurity, artificial intelligence, and more.

Overall, coding is an essential skill that can benefit students in many ways, from career opportunities to problem-solving and creativity.

## Which will you learn in our coding courses?

PurpleTutor offers coding courses across 4 different student age groups as follows:

Ages 6-8 years

Ages 9-11 years

Ages 12-15 years

Ages 15+ years

The coding courses in each age group are given below along with a short summary of what students will learn in each course:

### Ages 6-8 years(Little Champs Course)

1. BASIC PROGRAMMING CONCEPTS – Understanding basic concepts of programming such as commands, sequencing, algorithm, and code through unplugged activities and puzzles.
2. ADVANCED PROGRAMMING CONCEPTS – Exploration of advanced concepts of programming and how to use them in building personalized projects for visual storytelling and games.
3. BASIC ANDROID APP DEVELOPMENTThese coding classes cover the basics of UI/UX design and developing simple apps, using the Thunkable interface.
4. ADVANCE ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
5. SCRATCH AND ARTIFICIAL INTELLIGENCEExperiencing Scratch programming interface using a movie-making project and a game project. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
6. SPACE TECHNOLOGY: In these coding classes, students unravel the mysteries of Space by building fascinating games and prototype models based on the concepts of space.

### Age 10 to 11 Years (Young Learners Course)

1. BASIC PROGRAMMING CONCEPTS – Developing an understanding of programming concepts such as commands, sequencing, algorithms, and code through unplugged activities.
2. 2D ANIMATION AND GAME DESIGN – Creating beautiful landscapes, and drawings as well as developing animations and interactive games.
3. ANDROID APP DEVELOPMENT – Designing UI/UX for simple Android apps using Thunkable.
4. ADVANCED ANDROID APP DEVELOPMENT – Experimenting with the creation of advanced apps such as game apps, quiz apps, etc.
5. SCRATCH AND ARTIFICIAL INTELLIGENCE – In this coding course, students learn how to use the Scratch programming interface. The coding classes include  movie-making and game projects. Students are then introduced to the basics of Artificial intelligence and learn how to use the machine learning models to create projects in the Scratch platform.
6. INTRODUCTION TO PYTHON PROGRAMMING – Learning Python programming using blocks and gradually shifting to text-based programming. Creating drawings and games using Python Turtle Commands
7. 3D ANIMATION AND GAME DESIGN – Learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using Javascript, students get to work in the 3d environment. Students create 3D terrains, model, and complete game design with a scoreboard using LUA Coding in Roblox Studio
8. SPACE TECHNOLOGY – Unravel mysteries of Space by building fascinating games and prototype models based on the concepts of space
9. WEB DEVELOPMENT AND CYBER SECURITYIn these coding classes, students will create their own website using HTML commands and style it using CSS. The coding classes in this coding course also explore safe techniques to be followed while working on the internet.
10. INTRODUCTION TO DATA SCIENCE Learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. With Python Pandas library commands students will learn to create tables, insert data in them and print them.

### Ages 12-15 years(Early Achievers Course)

1. 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT During these coding classes, the students will learn the drawing commands of JavaScript in the block based environment and then learn how to create sprites, manipulate their properties. They will use events to create animations and interactive games.
2. INTRODUCTION TO PYTHON PROGRAMMINGDuring these coding classes the students will learn the basic concepts of Python and code programs using a text-based editor. All programs are written using the Python Turtle library.
3. ADVANCED PYTHON PROGRAMMINGStudents will explore advanced Python concepts such as data types, type casting, basic data structures like tuples, lists and dictionaries.
4. ARTIFICIAL INTELLIGENCE Students are introduced  to AI and Machine Learning.They will create voice, image and text recognition projects using teachable machines and Scratch. They then explore deeper into how computers visualize images and create various image and video manipulation projects using the CV2 library of Python. They also create a machine learning model for emotion detection, using Python code.
5. ANDROID APP DEVELOPMENT – The students will explore UI/UX design basics, and design and develop simple apps like language translator, text to speech convertor, color mixer etc, using the Thunkable interface.
6. WEB DEVELOPMENT – Students will learn how to create webpages using HTML commands and style them using CSS. They will learn how to make websites interactive. Students will make their own personal website that can be hosted on the internet.
7. 3D ANIMATION AND GAME DESIGN – Students will learn the basics of 3d designing in the Roblox studio coding classes. They will create 3d objects, scenes, animations and a maze game, using commands of LUA programming script.
8. DATA SCIENCE – PYTHON Students will work with Google Sheets and Forms to collect and store data. They will learn how to use the Python Numpy module to analyze data. Students will explore the Python Panda library commands to create dataframes. They will learn how to read data from the CSV file and how to visually represent the data using Python Matplotlib library.
9. SPACE TECHNOLOGY – Students will learn to build 3D models and simulations of the functionalities, based on the concepts of space and the technology that is used for it. This coding course offers exposure to Tech-driven projects in 3D.

### Ages 15+ years(Young Professionals Course)

1. PYTHON BASICS – Students will reinforce their knowledge of the core Python programming concepts, during these coding classes. They will get hands-on experience on activities to apply their understanding of basic data types, conditionals, loops, typecasting, basic data types, functions and variables.
2. PYTHON DATA STRUCTURES – I – Students will explore advanced data structures of Python namely lists, dictionaries, tuples, strings, stacks and queues. they will be given practice to write code on how to manipulate data in these data structures using python functions.
3. PYTHON DATA STRUCTURES – II – Students will learn how to apply Binary and Linear search algorithms for searching elements. They will also learn how to use Insertion and bubble sort algorithms to sort data.
4. DATA SCIENCE FUNDAMENTALS WITH PYTHON – Students will learn how to import and use the math, random and statistics Python libraries that are used in Data Science. In these coding classes, they will also learn about Object Oriented Programming and how to apply it.
5. DATA SCIENCE WITH PYTHON -Students will learn to apply statistics module functions on data. They will work to organize and manipulate data in arrays, series and data frames using NumPy. They will also explore the Matplotlib library to represent data using different graphs.
6. INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGStudents will be introduced to AI and then explore the applications, limitations, biases, ethics and future of AI. They will gain understanding of the basic AI terms such as supervised learning, unsupervised learning, deep learning and neural networks.

## Course Content, Duration and Certificate

To view the detailed course content for each course, please click on the course name. The number of sessions for each coding course is given in the Duration column. Each session lasts for an hour.

Students will be eligible to get a certificate at the end of each of the given coding courses.

### Ages 6-8 years (Little Champs Course)

 SL. No. Course Name Duration(hrs) 1,2 BASIC PROGRAMMING CONCEPTS + ADVANCED PROGRAMMING CONCEPTS 30 (10+20) 3, 4 BASIC ANDROID APP DEVELOPMENT + ADVANCE ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 30 6 SPACE TECHNOLOGY 40

### Age 9-11 years (Young Learners Course)

 SL. No. Course Name Duration(hrs) 1 BASIC PROGRAMMING CONCEPTS 10 2 2D ANIMATION AND GAME DESIGN 20 3,4 ANDROID APP DEVELOPMENT + ADVANCED ANDROID APP DEVELOPMENT 20 (10+10) 5 SCRATCH AND ARTIFICIAL INTELLIGENCE 50 6 INTRODUCTION TO PYTHON PROGRAMMING 20 7 ADVANCE PYTHON PROGRAMMING 30 8 3D ANIMATION AND GAME DESIGN 40 9 SPACE TECHNOLOGY 40 10 WEB DEVELOPMENT AND CYBER SECURITY 40 11 INTRODUCTION TO DATA SCIENCE 30

### Ages 12-15 years (Early Achievers Course)

 SL. No. Course Name Duration(hrs) 1 2D ANIMATION AND GAME DESIGN USING JAVASCRIPT 20 2 INTRODUCTION TO PYTHON PROGRAMMING 20 3 ADVANCED PYTHON PROGRAMMING 30 4 ARTIFICIAL INTELLIGENCE 40 5 ANDROID APP DEVELOPMENT 25 6 WEB DEVELOPMENT 40 7 3D ANIMATION AND GAME DESIGN 40 8 DATA SCIENCE – PYTHON 45 9 SPACE TECHNOLOGY 40

### Ages 15+ years (Young Professionals Course)

 SL. No. Course Name Duration(hrs) 1 PYTHON BASICS 11 2 PYTHON DATA STRUCTURES 40 3 DATA SCIENCE FUNDAMENTALS WITH PYTHON + DATA SCIENCE WITH PYTHON 45 (20 + 25) 4 INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 14

## Course Requirements

• For the majority of the coding courses, there are no coding prerequisites needed, since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online coding classes.
• To take any of the Data Science coding courses, the student needs to have knowledge of core Python programming concepts.
• For the 3D Animation and Game Design course and the Space Tech course for Age group 12-15 years, please go through Roblox hardware and OS requirements as mentioned here.

1. Do you offer a free demo class?

A: Yes. We offer one free demo class. You can book the free class from the booking link.

2. Can I choose my own days and timings for the coding classes?

A: Yes. The days and timings of the coding classes are flexible. You can select any time and any day that suits your timetable.

3. How do I know if a student can understand the coding course easily?

A: The teachers assess the level of the student in the demo class and then will give the suggestion of whether to go ahead with the online coding courses.

4. Is there any certificate given on completion of the online coding course?

A: The student will get a certificate after completion of the coding course.

5. What do you require for learning coding from PurpleTutor?

A: It is necessary to have a laptop or computer with a webcam and a stable internet connection. For all the courses, there are no coding prerequisites required except for the Data Science coding courses. For these, the student needs to have knowledge of core Python programming concepts.

For the 3D Animation and Game Design course and the Space Tech coding courses for Age group 12-15 years, please go through Roblox hardware and OS requirements as mentioned here.

6. Do you have assessments during the coding course?

A. Yes, we assess the student periodically during the progress of the coding classes and give feedback on the student’s performance.

27SP_CDNG_CLS

## What is Space Technology?

Using Scratch programming and TinkerCAD to explore space technology, kids can be inspired to pursue careers in Science, Technology, Engineering, and Mathematics (STEM) fields. Through our Space Technology course kids can create their own space-themed games, simulations, and animations. TinkerCAD is a free, online 3D design and modeling tool that can be used to create 3D models of spacecraft, satellites, and other space-related objects. With TinkerCAD, kids can learn about the design and construction of spacecraft, including the various components and systems that are required for a successful space mission.

By engaging with space science at an early age, kids can develop a passion for science and technology that can last a lifetime. Who knows, maybe one day, they will be the ones to send the first humans to Mars!

## What you will learn in the course?

During our Space Science and Technology course, a remarkable degree of attention and skills will be gained by the students while building complex 2D & 3D models using Scratch coding, TinkerCAD and Roblox Studio based on the age group. They will get a chance to demonstrate creative thinking skills and wonderful spatial visualization while exploring the futuristic projects undertaken by SpaceX and NASA.

PurpleTutor’s Space Technology Course  is designed for three levels based on the age group.

Age 6 to 8 Years (Lil Champs Course)

• Exploration of  the planets in the Solar System, gravity comparison, black hole etc,
• Learning gravity comparison as well as a  Solar System Simulation project in Scratch using block based coding.
• Understanding the birth of the moon and the reason behind its phases and building of Virtual Eclipse Animation through Scratch coding.
• Knowing Space Gadgets and Instruments, its applications
• Science behind telescopes, satellites and Rocket launching and fundamental concepts involved, through a number of activities in 3D model building through TinkerCAD
• Exploration of International Space Station and NASA’s famous missions by building projects in Scratch as well as TinkerCAD.
• Building of complex models -Apollo’s Space Lander , Aliens , Human Astronauts as well as Animal Astronauts etc in TinkerCAD.
• Modelling of unknown territory by building 3D terrains and Habitat challenge in TinkerCAD.

Age 9  to 11 Years (Young Learners Course)

• Science behind Rocket launching and the fundamental concepts involved
• Experiment the complete process involved in Rocket Launching by making own 3D Rocket Model and deploying the satellite into space.
• Differentiate between Natural and manmade satellites that keep floating in space.
• Studying and 3D Modelling of Satellite and Telescopes
• Exploration of various modules in International Space Station and building own module
• Knowing various Space Job Opportunities and qualifications required to become a Space Scientist.
• Exploration of our Cosmic Neighbour Mars by building 3D terrains and Habitat challenge in Roblox.
• Simulation of Artemis missions to return humans to the surface of the Moon.
• Building 3D terrains and colonize MARS

Age 12  to 15 Years (Early Achievers Course)

• Exploring the fundamental concepts involved in rocket launching through a variety of activities.
• Experimenting with Rocket Launching Techniques by making their 3D Rocket Models and then deploying satellites into space.
• Understanding the importance and working of Satellite and building a 3D Satellite Model
• Kowing the purpose and science behind Telescopes and building a 3D model of a James Web Space Telescope in Roblox.
• Handle the real satellite images and visually experienced the result of analysis in Google Earth Engine
• Exploration of various modules in International Space Station
• Discovering various Space job opportunities and Qualifications for Becoming a Space Scientist
• Complete study of Apollo missions through simulation
• Experimenting Martian Terrain, building Rovers and colonies on Mars

Overall students will discover their passion in the field of Space Technology by learning  about some of the most ambitious and futuristic projects taken up by SpaceX and other Space Research Organizations

Check out PurpleTutor’s free Scratch classes online for beginners!

## Benefits of learning Space Technology

Right from building recyclable space rockets to enabling space tourism for laymen, Earthlings are now set off to becoming multi-planetary beings. We offer one of the best Space Technology courses for kids that can provide several benefits, including:

1. Inspires curiosity and imagination: Space technology can inspire kids’ curiosity and imagination about the universe.
2. Develops critical thinking and problem-solving skills: Solving complex problems in space technology requires critical thinking and problem-solving skills.
3. Enhances STEM knowledge: Space technology involves science, technology, engineering, and mathematics (STEM). Learning about space technology can help kids develop their STEM knowledge and skills.
4. Promotes teamwork and collaboration: Space missions involve teamwork and collaboration among scientists, engineers, and astronauts. Working together and collaborating with others can be taught to kids through space technology.
5. Inspires future career choices: Space technology can stimulate interest in STEM fields, such as engineering, astronomy, and space exploration.
6. Teaching life skills: Space technology requires attention to detail, discipline, and perseverance. Space technology can teach kids important life skills they can apply to other aspects of their lives.

## Course Content

### AGE 6 TO 8 YEARS (LIL CHAMPS COURSE)

The Space Technology course initial phase begins with  students exploring about the cosmos, solar system, planets, moons, and outer space objects. Students will be involved in learning the working of telescope, Satellite Communication and its Application, Science behind Rocket Launches and NASA’s famous Space Missions. Final stage of Space Technology Course will include knowing the life of astronauts and how to get involved with NASA , Exploration and learning basic Rocket Science principles needed for colonizing Mars. Scratch programming and TinkerCAD will be used throughout the course for the projects.

Before starting Space Technology, students who are new to Scratch can take a 10 session Scratch Crash course.

 SPACE TECHNOLOGY 1 & 2 What’s beyond the Sky 3 & 4 3D Globe 5 & 6 Galactic Tour 7 Gravity 8 & 9 Auroras 10 Phases of Moon 11 &12 Eclipses and seasons 13 Terrors of the Space 14 & 15 Sc-fi game 16 Formative Assessment 17 & 18 Telescopes 19 & 20 Satellite Communication 21 & 22 Rocket Launcher 23 & 24 Internatioal Space Station 25 & 26 Mission MARS 2020 27 Wonders of the Ringed Planet 28 Formative Assessment 29 Do aliens exist ? 30 & 31 First flight to Space 32 Lunar landing 33 & 34 Space Tourism 35 Mars Habitat Challenge (Phase 1) 36 & 37 Mars Habitat Challenge (Phase 2) 38, 39 & 40 Mars Habitat Challenge (Phase 3)

### AGE 9 TO 11 YEARS (YOUNG LEARNERS COURSE)

The Space Science and Technology Course initial phase begins with  students exploring about the cosmos, solar system, planets, moons, and outer space objects. Students will be involved in learning the working of telescope, Satellite Communication and its Application, Science behind Rocket Launches and NASA’s famous Space Missions. Final stage of Space Science and Technology Course will include knowing the life of astronauts and how to get involved with NASA , Exploration and learning basic Rocket Science principles needed for colonizing Mars.

 SPACE TECHNOLOGY 1 & 2 Earth & Beyond 3 & 5 Revisiting Roblox & Lua Scripting 6 & 9 Our Solar System 10 & 11 The Moon: Always on the Move 12 & 14 Shadow & Eclipses 15 The Auroras: Fire in the Sky! 16 & 17 Space Rocks 18 Formative Assessment 19 & 20 Key to Space~ Rocket 21 Guidance Navigation and Control System 22 & 23 Payload Mass of the Rocket & Escape Tower 24 & 25 Staging in Rockets 26 & 27 Reaching into Space 28 Communication and Satellites 29 Magic of Telescopes 30 & 33 Life at the International Space StationI 34 & 36 Our Cosmic Neighbor Mars 37 & 40 Design a Mission Patch

### AGE 12  TO 15 YEARS (EARLY ACHIEVERS COURSE)

In the first phase of the Space Science and Technology Course, students learn about the cosmos, solar system, planets, moons, and outer space objects. In addition to learning about telescopes, satellite communication, and NASA’s famous space missions, students will also learn the science behind rocket launches. This final stage of the Space Science and Technology Course includes learning about astronauts’ lives, NASA, exploration, and basic rocket science principles necessary for colonizing Mars.

 SPACE TECHNOLOGY 1 Earth & Beyond Part 2 Introduction to Roblox and Lua Scritping 3 & 6 Our Solar System 7 & 8 Our Moon 9 & 10 Space Exploration Journey 11 Knowing about Rocket’s Structure & Propulsion System 12 & 13 Guidance Navigation and Control System 14 Payload and Launch Escape System 15 & 16 Staging Process in Rocket 17 & 19 Stages of Rocket Launch and Conquering Space 20 Formative Assessment 21 & 22 Space Objects 23 & 24 Satellite Image Analysis 25 Reaching Astronaut’s Home 26 -27 International Space Station 28 Formative Assessment 29 Apollo’s Mission to Moon 30 & 32 Apollo Spacecraft Module Research 33 Apollo’s Mission back to Earth 34 & 35 Reaching the Red Planet 36 & 37 Rovers on Mars 38 & 39 Colonizing Mars 40 Formative Assessment

## Course Accessibility, Duration & Certificate

PurpleTutor has designed a 40 sessions Space Technology course for “LIL CHAMPS” whose age can be between 6 to 8. Each session is one hour long and for the initial 15 sessions, students learn about the cosmos, solar system, planets, moons, and outer space objects. The next 13 sessions involve in learning about the working of telescope, Satellite Communication and its Application, Science behind Rocket Launches and NASA’s famous Space Missions. Knowing the life of astronauts and how to get involved with NASA , Exploration and learning basic Rocket Science principles needed for colonizing Mars will be covered during the last 12 sessions.

Purple Tutor offers 40 sessions of the Space Tech Course for “YOUNG LEARNERS”, who fall under the age group of 9 to 11. During our course, students develop a deep understanding of the science behind Rocket launching, parts required to build a rocket, stages involved in Rocket Propulsion. At the end of 29 sessions, students will be able to design a 3D Rocket model, by writing Lua scripts. After completing this course, the student will have learned about some of SpaceX’s most ambitious and futuristic projects and will have constructed a number of 3D prototypes.

We have designed a 40 sessions Space Technology course for “EARLY ACHIEVERS” whose age can be between 12 to 15. .Our course allows students to gain a deep understanding of the science behind rocket launching, rocket parts, and rocket propulsion stages. A 3D Rocket model will be designed by students at the end of 29 sessions, using Lua scripts. Students gain hands-on experience with remote sensing by analyzing and visualizing satellite images using Javascript Programming. At the end of the course, the student will have learned about some of SpaceX’s most ambitious and futuristic projects and will have constructed a number of 3D prototypes.

At the end of the 40 sessions of Space Science and Technology Course, students will be able to create a variety of projects depicting astronomical themes and building complex 3D models. The course completion certificate for Space Tech will be awarded to students  at the end of the course.

## Requirements for the Course

To take our Space Tech Course, students do not need to have any coding knowledge.

• There are no coding prerequisites since the Space Technology lessons will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our Space science courses online.
• Check the system requirements here, to take the space technology courses for the age groups 9 and above

1. Can I try a free class for Space Technology?

A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

2. Is the Space Technology course schedule flexible?

A: The courses are flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether Space Technology Course is right for any student?

A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the Space Technology Course?

A: Students get certificates after completion of each course. The certificate recognizes the skills the student learned and the level of mastery achieved.

What do you require to learn Space Technology from PurpleTutor?

A: You need a laptop/computer with a webcam and a stable internet connection.

5. What if my kid is new to Scratch programming?

A: Having a fair understanding of Scratch coding is necessary before signing up for our SpaceTech course. Students who are not familiar with Scratch are recommended to take 10 more sessions where they learn  Scratch programming by creating animations and games.

6. What are the courses that Purple Tutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Space Technology, Cyber Security, & Roblox Games.

25SP_SPCTCH_CRS

## What is Cyber Security?

PurpleTutor offers one of the best Cyber Security courses for kids. Children today are growing up in a world where they are surrounded by technology, and it’s essential that they learn how to use it safely and responsibly. Which is why parents, teachers and educators must look for and provide the best Cyber Security courses to students. Cyber Security for students refers to the practice of protecting children from online threats and teaching them safe and responsible use of technology. Some examples of cyber threats that children may face include cyber bullying, online predators, identity theft, and exposure to inappropriate content. PurpleTutor’s Web Development and Cyber Security course is one of the best Cyber Security courses available for educating children on how to identify and respond to these threats, as well as how to protect their personal information and devices.

We combine one of the best Cyber Security courses online with Web Development basic concepts, to enable students to get a complete understanding of how the Internet works and what websites are all about, in addition to Cyber Security concepts.

## What you will learn in our Web Development and Cyber Security course?

This is what students will learn if they choose our Web Development and Cyber Security course, one of the best Cyber Security courses online-

• Internet ethics and responsible behavior: Students are taught about internet ethics and responsible online behavior, including respecting others’ privacy and avoiding cyberbullying.
• Password and data protection: Students learn how to create and manage strong passwords, the importance of keeping personal information private, and how to protect sensitive data online.
• Social media safety: Students are taught how to navigate social media platforms safely, identify and avoid cyberbullying, and recognize potential online predators.
• Malware and virus protection: Students learn how to identify and avoid suspicious websites, downloads, and email attachments that may contain malware or viruses. They learn how to avoid phishing scams.
• Cybercrime and cyber law: Students learn about the different types of cybercrime, such as identity theft and online fraud, and the laws that protect them from these crimes.
• Network security: Students learn about different types of networks and how to protect their personal devices and networks from cyber threats.

Overall, the Cyber Security module of our course has been created to achieve the aim of the best Cyber Security courses. The aim of the best Cyber Security courses for children is to teach them how to be responsible digital citizens and protect themselves and their personal information from potential online threats.

In addition to Cyber Security, students will also learn web development concepts which they will implement in building personal websites of their own.These are the web development concepts which are covered –

• HTML (HyperText Markup Language): the structure and content of a website
• CSS (Cascading Style Sheets): the presentation and styling of a website
• Graphic design: creating and working with visual elements for a website
• Web design principles: creating visually appealing and effective websites
• Project management: Learning to plan, design, and develop a website.

## Benefits of learning Cyber Security?

There are many benefits for students who enroll in our course which is one of the best Cyber Security courses online.

• Online safety and security: The best Cyber Security courses teach children how to stay safe and secure online. They learn how to protect their personal information, avoid cyber threats, and use the internet responsibly.
• Critical thinking and problem-solving: The best Cyber Security courses often require students to think critically and problem-solve. They learn how to identify and analyze potential cyber threats, and develop strategies to mitigate those threats.
• Career opportunities: Cyber Security is a growing field with a high demand for skilled professionals. Students who take up cybersecurity courses can gain valuable skills and knowledge that may lead to future career opportunities.
• Technology proficiency: Cyber Security courses require students to be proficient in technology. This proficiency can help students become more comfortable with technology and better understand how it works.
• Digital citizenship: Cyber Security courses also teach students about digital citizenship. They learn how to behave responsibly online, respect others’ privacy, and contribute positively to the online community.

Overall, taking up one of the best Cyber Security courses such as PurpleTutor’s Web Development and Cyber Security course can help children develop important skills and knowledge that will benefit them in their personal and professional lives. It can also help them become responsible and informed digital citizens.

## Course Content

PurpleTutor offers one of the best Cyber Security courses designed especially for students falling in the age group of 9-11 years.

Name of the course – Web Development and Cyber Security

Required age of student:  9-11 years

While doing this course online, students will explore the safe techniques to be followed while working on the internet. They explore different websites to understand the elements and design of the websites. They create their personal websites from scratch using HTML commands and style the web pages using CSS, and learn how to safeguard their websites from potential online threats through strong passwords and encryption techniques.

You can explore the the content for the Web Development and Cyber Security course for Ages 9-11 years, here –

 WEB DEVELOPMENT AND CYBER SECURITY Session Concept 1 Exploring websites 2 Introduction to HTML 3 Common Tags in HTML 4 Div Tag and Creating ID & Classes 5 & 6 CSS: Working with text 7 & 8 Links & CSS: Links 9 & 10 Adding & Styling Images 11 Formative Assessment 12 & 13 Working with Lists 14 & 15 Working with Tables 16, 17 & 18 Working with Forms 19 Formative Assessment 20 & 21 Creating a Web Gallery in HTML 22 & 23 Adding MultiMedia in HTML 24 Adding Transformation to web elements 25 Adding Transition to web elements 26, 27 & 28 Adding Animations to web pages 29 Pagination & Footer in web pages 30 Formative Assessment 31 My Online Neighbourhood 32 Online Community and Social media life 33 Private and Personal Information 34 Password Powerup 35 Binary Code 36 & 37 Exploring Encryption & Decryption 38 Phishing for Scams 39 Internet and Cybersecurity Dilemmas 40 Formative Assessment

## Course Duration and Certificate

The Web Development and Cyber Security course consists of 40 sessions, each session lasting for an hour. So, the total duration of this web design course is 40 hours.

There will be a certificate awarded to the student on completion of the web design course. The certificate recognises the skills the student learnt and the level of mastery achieved.

## Requirements for the course

• To take our course online, students do not need to have any coding knowledge.
• There are no coding prerequisites since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our course online.

1. Do you offer a demo class for prospective students?
A: Yes. We offer one free demo class. You can book the free class from the booking link.

2. Can I choose my own days and timings for the course?
A: Yes. The days and timings of one of the best Cyber Security courses online are flexible. You can select any time and any day that suits your child’s study time-table.

3. Is there any certificate given after completion of the course?
A: Your child will get a certificate after completion of the course. The certificate recognises the skills the student learnt, and the level of mastery achieved.

4. Will students learn how to be safe on the Internet, after doing the Cyber Security course with us?
A: The PurpleTutor Web Development and Cyber Security course is one of the best Cyber Security courses online. Doing this course will definitely help the student become aware of the potential dangers online and prepare them for safeguarding against these dangers.

5. What are the requirements for doing this course?
A: It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our course online.

6. What are the courses that PurpleTutor offers?
A: Apart from Web Development and Cyber Security, PurpleTutor provides cutting edge courses to make students future ready. We have courses on – Python Programming, JavaScript, Artificial Intelligence and Machine Learning, Data Science, App development, Space Tech & Roblox Games. We offer Math courses too.

24SP_CBYR_SEC_CRS

# Fundamentals of Programming Language

## What are Fundamentals of Programming Language?

Fundamentals of programming language are the basic concepts, principles, and rules that define the structure of a programming language. These fundamentals include: Syntax, Data types, Variables, Control structures, Functions, Input/output, Exception handling.

Learning the fundamentals of a programming language is important for learning any actual programming language. The fundamentals provide a foundation for understanding the syntax, semantics, and basic concepts of any programming language. Once you understand the fundamental concepts and principles in a language, you can apply them to any programming language to write efficient, readable, and maintainable code.

For example, understanding the basic concepts of control structures, data types, and variables in one programming language, say Javascript, can help you learn those concepts in another programming language like Python.

Therefore, for beginners to coding, especially young learners, it is highly recommended to learn the fundamentals of programming before diving into any actual programming language. This will help the students build a solid foundation and make it easier for them to learn new programming languages in the future.

## What is Block Based Coding ?

Kids love puzzles. Especially the kind where they fit pieces of a picture together and finally complete the picture. The idea and concept of Block Based Coding has been inspired by this.

Block Based Coding is a graphical programming language. In Block Based Coding, the user fits together pieces of code blocks to create programs. It simplifies the process of learning the programming concepts by providing a visual representation of code. There is no need to remember syntax and type in code in the Block Based Coding interface.

## How does Block Based Coding help in learning the Fundamentals of Programming Language?

Teaching programming concepts through Block Based Coding is a great way to start young learners off on their coding journey. Here are some ways in which Block Based Coding helps kids to learn the core programming concepts:

Visual representation: Block Based Coding provides a visual representation of code, making it easier for kids to understand and visualize the logic behind programming concepts. This can help them to develop a better understanding of programming concepts such as loops, conditional statements, and functions.

Immediate feedback: Block Based Coding provides immediate feedback on the program’s output, helping kids to quickly understand the impact of their programming decisions. This can help them to identify and correct errors more efficiently, leading to a better understanding of the cause and effect of programming concepts.

Logical thinking: Block Based Coding helps to develop logical thinking by encouraging kids to break down complex problems into smaller, more manageable parts. This can help them to develop problem-solving skills, critical thinking, and analytical reasoning, which are all important skills for programming.

PurpleTutor offers the perfect Block Based Coding course for young learners. We teach the Fundamentals of Programming Language using a Block Based Coding environment, code.org.

We believe that since children are new to coding, they need to be guided in the right direction and right way to develop a passion for programming and a desire to learn more.

Our Basic Programming Concepts – code.org course allows for experimentation and creativity, letting kids explore different programming concepts and ideas in a fun and engaging way. There are plenty of interesting activities and fun projects along the way which help our students to build a strong foundation in programming. This foundation will be vital for them to progress to more advanced programming languages and concepts, in future.

## What will you learn in the Basic Programming Concepts – code .org course?

PurpleTutor offers courses for learning the Fundamentals of Programming Language through Block Based Coding to the following Age groups.

For children in the Age group: 6 to 8 years and 9 to11 years

• In this course, the students start by exploring the basic concepts of programming such as commands, sequencing, algorithm, and code. These concepts are unfolded through unplugged activities and puzzles. Once they understand the concept through these activities, they will create projects in the Artist lab, in code.org
• Students learn about counting loops and how to use them while writing code.
• Through puzzles and activities covered, students will be able to identify circumstances when and where to use conditionals in their code to get the desired result.
• Students are introduced to the programming concept of “events”. They will learn what events are, and how computers use them in programs like video games. Students will work through puzzles making the program react to events (like arrow buttons being pressed.) They will have the opportunity to create customized basketball, Star Wars games and also make an interactive animated clip.
• Students will discover the versatility of programming by learning about functions and variables in different coding environments. Students will use existing function blocks and solve puzzles to understand why functions are important in programming. Students will also learn to edit the pre-existing functions as well as create new functions to make complex patterns.
• Students will create a variety of patterns and shapes by changing the variable value multiple times within the same program.
• Students will use Sprite Lab from www.code.org They will learn about the two concepts at the heart of Sprite Lab : sprites and behaviors. Sprites are characters or objects on the screen that students can move, change, and play around with. Behaviors are actions that sprites will take continuously until they are stopped.
• Finally, students will apply all of the programming concepts and write codes to create their very own projects in Sprite Lab.

## Benefits of the course

If a student is a beginner to programming, then our Basic Programming Concepts – code.org course is the perfect start to their coding journey. Enrolling in the Basic Programming Concepts course will benefit the student in several ways such as –

• Visual learning: The visual nature of code.org makes it easy for the student to see the results of their code and understand how it works.
• Creativity: Using code.org graphics allows the student to create colorful animations and games, thus fostering their creativity and imagination.
• Problem-solving skills: By creating programs with code.org, a student will  learn to think logically and solve problems, which are valuable skills for their future.
• Quicker understanding of standard Python coding – Once the student starts coding in code.org module, the transition to text-based coding becomes easier and smoother.

Overall, learning the Basic Programming Concepts through Block Based coding with us is a great way for students to start learning programming and develop their critical thinking and problem-solving skills in a fun and engaging way.

## Course Content

PurpleTutor offers the following Basic Programming Concepts using Block Based Coding courses for kids according to the age of the child:

Age Group 6 to 8 Years – Little Champs Course (LC)

Age Group 9 to 11 Years – Young Learners Course (YL)

Here are the details of each course –

### Age Group: 6 to 8 Years (Little Champs) Course

Duration -30 hours

You can explore the Basic Programming Concepts content for the YL(Ages 9-11 yrs) course here-

 BASIC PROGRAMMING CONCEPTS Session Concept In these classes students learn basic concepts of programming such as commands, sequencing, algorithm, and code. These concepts are unfolded through unplugged activities and puzzles. 1 Algorithms and Code 2 Command, Sequence 3 Sequential Coding 4 Debugging 5 Formative Assessment 6 Pattern Recognition using loops 7 Shapes and Patterns using Repeat Loop 8 & 9 Circle and Patterns ADVANCED PROGRAMMING CONCEPTS In these sessions, students learn about some advanced concepts of programming like counting loops , nesting loops , conditional statements for decision making and how to use them while writing code. Students are also encouraged to bring in their creativity while building personalized projects for visual storytelling and game building. 10 & 11 Nested loops 12 Formative Assessment 13 Conditional statements 14 Conditional Loops 15 Nested Conditionals 16 Formative Assessment 17 Events Basics 18 Game Building 19 Storyboarding 20 Introduction to Functions 21 Edit and Create New Functions 22 Variables 23 Functions and variables 24 Formative Assessment 25 Coding character movements 26 Characters and Events 27 Events with mouse click 28 Events with keys 29 & 30 Project Work

### Age Group: 9 to 11 Years (Young Learners) Course

Duration – 10 hours

You can explore the Basic Programming Concepts content for the YL(Ages 9-11 yrs) course here –

 BASIC PROGRAMMING CONCEPTS Session Concept During these classes the students will go through a recap of the basic concepts of programming starting from sequencing and gradually moving to loops, conditionals, functions and variables in a block based environment. They will solve puzzles of varying complexities and create projects in blockly programming language during these classes. 1 Command, Sequence, Algorithm 2 Drawing Shapes 3 Debugging 4 Counting Loops 5 Nested Loops 6 Conditionals 7 Conditional Loops 8 Functions 9 Events 10 Formative Assessment

## Course Duration & Certificate

Age Group 6 to 8 Years: Programming Concepts

This course consists of 30 sessions, each session runs for an hour. So, the total duration of the entire course is 30 hours.

Age Group 9 to 11 Years: Programming Concepts

This course consists of 10 sessions, each session runs for an hour. So, the total duration of the entire course is 10 hours.

There will be a certificate awarded to the student on completion of the course.The certificate recognises the skills the student learnt and the level of mastery achieved.

## Requirements for the course

To take our Basic Programming Concepts using code.org course, students do not need to have any coding knowledge.

• There are no coding prerequisites since the course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online course.

1. Do you offer a free demo class?

A: Yes, we offer a demo class which is free of charge. You can book the free class from the booking link.

2. Is the online course schedule flexible?

A: The courses for kids are flexible. You can select any time and any day that works around your child’s schedule.

3. What is the course duration?

A: The course for Ages 6-8 years is 30 hours. The course for Ages 9-11 years is 10 hours.

4. Will the student receive a certificate?

A: Students get certificates after completion of each course. The certificate recognises the skills the student learnt and the level of mastery achieved.

5. What do you require to attend this coding course from PurpleTutor?

A: The student does not need to know any coding prior to starting the course. There are no coding prerequisites since the Basic Programming Concepts coding course will start with the very basics before moving on to the core concepts. You need a laptop/computer with a webcam and a stable internet connection.

6. Will my child be able to code independently after completion of this course?

A: Definitely. The entire goal of our course is not only to introduce your child to coding but also to build confidence in coding by encouraging the child to make projects and games on their own.

7. What are the courses that PurpleTutor offers?

PurpleTutor provides Cutting edge courses to make students future ready. We have courses like –Web Development, Artificial Intelligence, Machine Learning, Cyber Security, Space Tech & Roblox Games. We also offer Math courses.

23SP_FUNDMTL_PRG_CRS

# Best Data Scientist Courses & Certifications

## What Is Data Science?

Data Science is a rapidly growing field that combines statistical analysis, machine learning, and computer science to extract insights from complex data sets. As the amount of available data continues to grow, so does the demand for data scientists. For young professionals looking to enter this field, there are a variety of educational options available, from full-time university programs to part-time online courses. Many universities now offer degree programs in data science that provide young professionals with comprehensive training in the field. Data scientist courses for students lay an excellent foundation who aspire to become data scientists. In this article, we will explore PurpleTutor’s best Data Scientist courses for the young generation.

A fundamental aspect of data science is the ability to analyze and interpret data accurately. Data science courses involve teaching statistical and computational techniques to analyze and make sense of data, which is an essential skill in fields such as business, healthcare, finance, and many more. There is a huge gap in the demand for data scientists and their supply. As per a recent survey, 92% of hiring managers feel that there is a shortage of talent when it comes to data scientist careers. The goal of our Data Scientist courses is to familiarize students well with data science concepts in Python.

In conclusion, Data Scientist courses offer numerous opportunities for young professionals to build successful careers. With our Data Scientist courses, young professionals can prepare themselves for a rewarding career by learning Python Programming language for Data Science. With dedication, hard work, and a passion for data science, young professionals can build a bright future in this field.

## What will you learn in the course?

Our Data Scientist courses introduce the student to the basics of data science and how they can be applied to real-world problems.

We offer Data Scientist courses to students falling in these 3 age groups:

### Age group: 9-11 years (Young Learners)

In this age group, students will learn –

• Fundamentals of Python programming language, including data types, variables, loops, functions
• How to create and use Google Sheets for storing and summarizing data.
• Data handling and cleaning using libraries like Pandas.
• File handling: management of CSV files in data science with Python.
• Data visualization using Pandas.
• Handling and solving real-world data problems.

The second and third age groups for which we offer the Data Science using Python course are as follows:

### Age group: 12-14 years (Early Achievers) & 15+ years (Young Professionals)

The following will be covered in both of the above courses:

• Review fundamentals of Python programming language, including data types, variables, loops, and functions
• Explore and apply Python for Data Science libraries that are useful in data science such as the math, random, and statistics libraries.
• Understand and apply the concepts of Object Oriented Programming.
• Understand and apply descriptive and inferential statistics.
• Understand and use file handling, and management of CSV files in data science with Python.
• Understand the concept of big data.
• Understand Data handling and cleaning using libraries like Pandas and NumPy.
• Apply Data visualization using libraries like Matplotlib.
• Apply Data pre-processing techniques.
• Understand handling and solving real-world data problems.

The goal of our data science with Python course is to equip students with the skills and knowledge required to perform end-to-end data analysis and modeling tasks,

## Benefits of Data Scientist courses

There are several benefits of doing our Data Scientist course for students aged 9 years and above.

• Problem-Solving Skills: Pursuing our Data Scientist courses teach students to think logically and systematically, helping them develop problem-solving skills.
• Coding Practice: The Data Scientist courses we offer provide plenty of coding practice in Python for students as they complete the assigned tasks. This empowers them to perfect their Python coding skills.
• Early Exposure to Cutting-Edge Technology: Data science, and especially data science with Python is a rapidly evolving field, and learning it at an early age can give students a competitive advantage in the future.
• Understanding of Real-World Applications: Python for data science has a wide range of applications, and children can learn about these applications and how they can be used to solve real-world problems.
• Improved Critical Thinking and Analytical Skills: Data science involves analyzing data and drawing conclusions, helping children improve their critical thinking and analytical skills.

In addition, for college students who are weighing career options, selecting our Data Scientist courses could be beneficial in the following ways –

• Career opportunities: Data science using Python is a rapidly growing field with high demand for skilled professionals. A course in data science using Python can open up a variety of career paths in industries such as finance, healthcare, technology, and more.
• Interdisciplinary Skills: Data science requires a combination of technical, mathematical, and business skills, making it a field that draws from multiple disciplines. Doing a Python for Data Scientist course will help college students to understand and excel in related subjects like math, science, and statistics.

Overall, our Data Scientist courses can provide a solid foundation for a rewarding and challenging career and the skills to work with data in a meaningful and impactful way.

Our Data Scientist course has been created especially for students falling in these 3 age groups:

### Age group: 9-11 years

Name of the course – Introduction to Data Science Young Learners (YL)

While pursuing the above course, students will explore and understand different types of data and their real-life applications. They will be introduced to the working of Google Sheets and will learn how to run basic math operations to analyze data and represent it using different types of charts and infographics. During the data analysis module, they will learn the Python Pandas library commands to read data from the CSV file and create data frames to analyze data.

You can explore the content for the Data Science course (YL) here –

 INTRODUCTION TO DATA SCIENCE Session Concept 1 Introduction to Data and Data Science 2 Introduction to Google sheets 3 4 Using formulae in Google Sheets 5 6 Formative Assessment 7 Event Planning 8 Data Visualization 9 10 Data Representation 11 12 Data Visualization techniques 13 Data cleanup 14 15 Introduction to Infographics 16 Creating the Infographic 17 Formative Assessment 18 Introduction to Data Analysis & Python Basics 19 20 21 Introduction to Pandas Series 22 Introduction to pandas DataFrames 23 24 25 Introduction Pandas Statistical Functions 26 Working with Text Files and .csv Files in Python 27 28 Pandas Plotting 29 30 Formative Assessment

### Age group: 12-15 years

Name of the course – Data Science – Python for Early Achievers (EA)

As students pursue the Data Scientist course, they will explore and understand different types of data and their real-life applications. Data analysis will be taught using the Python Numpy module and Google Sheets. Students will learn how to create data frames using Python Panda’s commands. With Pandas, students will read and analyze CSV files using data frames. Matplotlib is a Python library that helps students visualize data.

You can explore the content for the Data Scientist course of EA level here –

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

### Age group : 15+ years

Name of the course – Data Science – Python for Young Professionals(YP)

In the Data Science course, students will learn about different types of data and their real-life applications. Analyzing data will be done using Numpy, a Python module. Dataframes will be created using Python Panda library commands. By using Pandas, students will learn how to read data from CSV files and analyze data with dataframes. Data will be visually represented using the Python Matplotlib library.

You can explore the content for the Data Science – Python for Young Professionals(YP) course here –

 DATA SCIENCE – PYTHON Session Concept 1 Introduction to Python packages 2 Using Python Packages : Pandas 3 Using Python packages – Matplotlib 4 Using Python packages – NumPy 5 Introduction to modules -the statistics module 6 The math module 7 8 The random module 9 10 Errors and Error handling 11 Formative Assessment 12 Introduction to Files 13 Working with text files 14 Working with Binary files 15 Classes and Objects 16 17 Principles of OOP 18 19 Storing state of objects using the Pickle module 20 Formative Assessment 21 Understanding data 22 Big Data 23 Statistical analysis of data – Terms and Plotting 24 Statistical analysis of data – Statistical Measures 25 Formative Assessment 26 Exploring the numpy package 27 Operations on numpy arrays 28 29 Working with file data in numpy 30 Statistical Methods in numpy 31 Exploring the Pandas package – Series 32 Operations on Pandas Dataframes 33 34 Filtering Dataframes 35 Data Cleaning 36 Formative Assessment 37 Matplotlib – Line Plot 38 Matplotlib – Pie Plot 39 Matplotlib-Bar plot and Histogram 40 41 Matplotlib-Scatter plot 42 43 Data Science Project 44 45

## Course Duration and Certificate

The Introduction to Data Science for Young Learners(YL-9 to 11 years) course consists of 30 sessions of one hour each, therefore the total duration of this course is 30 hours.

The Data Science with Python for Early Achievers(EA-12 to 15 years) course consists of 45 sessions of one hour each, therefore the total duration of this course is 45 hours.

The Data Science with Python for Young Professionals(YP-15+ years) course consists of 45 sessions of one hour each, therefore the total duration of this course is 45 hours.

On completion of the course, a certificate is given to the student. The certificate recognises the skills the student learned and the level of mastery achieved.

## Requirements for the course

• Students do not need to have any prior coding knowledge when they first come to us for learning Data Science
• There are no coding prerequisites since our Data Scientist course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our Data Scientist course.

1. Can I try a free class for coding?

A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

2. Can I choose my own days and timings for the classes?

A: Yes. The days and timings of the classes are flexible. You can select any time and any day that suits your timetable.

3. How do I know if learning Data Science using Python is easy?

A: The teachers assess the level of the student in the demo class and then will give the suggestion of whether to go ahead with our Data Scientist courses online.

4. Is there any data science certification done upon completion of the Data Scientist courses online?

A: The student will get a certificate after completion of the course. The certificate recognises the skills the student learned and the level of mastery achieved.

5. What do you require for learning data science using Python from PurpleTutor?

A: It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our Data Scientist courses online.

6. Do you have assessments during the course?

A. Yes, we assess the student periodically during the progress of the classes and give feedback on the student’s performance.

7. Will PurpleTutor’s Data Scientist courses help me later if I wish to pursue a university data science degree?

A. Definitely. PurpleTutor’s Data Scientist courses enable the student to understand and gain expertise in the fundamental concepts of data science.

8. How is your course different from other data analytics courses?

A. Unlike most other data analytics courses, in our Data Scientist course, the concepts are explained in a simple manner. You could say another name for our course is ‘Data Science made easy’.

21SP_DTA_SC_CRS

# Python Courses

## What is Python course?

Python is a versatile and user-friendly programming language that is well-suited for students who are interested in learning to code. With its simple syntax and intuitive structure, Python makes it easy to pick up the basics and start building their own projects. A Python course for kids is a program designed to teach how to use the Python programming language. The PurpleTutor’s Python course is such a course. If you’re looking for a fun and engaging way for your kids to learn programming, then enrolling them in our Python course is the perfect solution.

Our Python course has 2 levels: beginner and advanced and is delivered through the format of Python online classes. The main goal of our Python course is to foster an interest in coding in kids, while helping them build a solid foundation in Python coding. Our Python course for kids has been designed specifically with project-based explanation of concepts, and interesting activities for young learners that enable them to be hands-on throughout the duration of the python online classes. This course is taught by experienced educators who understand how to make learning exciting and interactive.

## What will you learn in our Python course?

PurpleTutor’s Python online course has been categorized according to the age of the child.

These are the 2 categories available –

1. Age group 9 – 11 years – Young Learners Course (YL)
2. Age group 12 – 15 years – Early Achievers Course (EA)

In both the above courses, students start with a course to learn basic Python using the Python Turtle library. This Python course for beginners teaches your child basic Python and also focuses on developing the problem-solving and algorithm building skills of the child.

The basic Python online course will teach your child how to

• write code for creating pictures in Turtle, using the coordinate system,
• to understand and use loops, conditionals and functions.

The advanced level Python online course will teach your child how to

• create and manage data structures like Strings, Lists, Dictionaries, Sets and Tuples.
• generate and apply random numbers for making game projects.
• create GUI-Graphical User Interface projects with Tkinter.(For Ages 12-15 years)

To get a glimpse of what your child will learn, check out one of our videos on Python coding for beginners –

## What are the benefits of taking our Python course?

There are several benefits for kids who take up our Python course.

• Fun and Engaging: Our Python course for kids is designed to be fun and engaging, making it easy for kids to learn and retain the information. With interactive activities and hands-on projects, kids will stay motivated and interested in the material.
• Problem-Solving Skills: Learning Python helps kids develop problem-solving skills, as they learn how to think logically and creatively. With each project, kids will have to work through challenges and find solutions to problems, which will help build their confidence and critical-thinking abilities.
• Career Preparation: Through our Python online course, kids will gain a valuable skill that can help them prepare for a career in technology. With the increasing demand for software developers, learning to code can open up a wide range of job opportunities in the future.
• Creativity: Our Python course allows kids to express their creativity by building their own projects, such as games and animations. With each project, kids will have the freedom to explore their imagination and come up with their own ideas.

## Python Course Content

PurpleTutor’s Python course has online courses for these 2 age groups –

1. Age Group 9 to 11 Years – Young Learners Course (YL)
2. Age Group 12 to 15 Years – Early Achievers Course (EA)

These are the details of each course:

### Age Group 9 to 11 Years – Young Learners Course (YL)

This course is divided into 2 parts.

The first part is Introduction to Python programming.  This Is a Python coding for beginner’s course. This course enables the child to learn basic Python. It introduces kids to the problem-solving and language basics they need to write simple programs and build small projects of their own. The course consists of 20 sessions (20 hours)

You can explore the Introduction to Python programming content for the YL course here –

Age Group 9 to 11 Years – Young Learners Course (YL)

Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 Drawing Shapes 3 4 Cartesian coordinate system 5 Project Work 6 Formative Assessment 7 Why do we need Loops ? 8 More about Loops 9 Practice activities 10 Tinkering with Nested Loops 11 Project Work 12 13 User Input, variables, Data types 14 Conditionals 15 Customized birthday card 16 Functions 17 Making a Beautiful Landscape 18 Events 19 Project Work 20 Formative Assessment

The second YL course is the Advanced Python Programming course. This course builds on these basic tools and progresses to advanced topics, the projects increasing in complexity, along with the child’s expertise and understanding of the language.The course consists of 30 sessions(30 hours)

You can explore the Advanced Python Programming course content for the YL course here –

Age Group 9 to 11 Years – Young Learners Course (YL)

Advanced level course – 30 sessions

 ADVANCE PYTHON PROGRAMMING Session Concept 1 Output, variables and input 2 3 Data Types 4 5 Operators in Python 6 7 Conditional Flow 8 9 Assessment- I 10 Lists in Python 11 12 13 Random Module 14 Practice Challenges 15 Introduction to Loops 16 17 18 Nested Loops 19 While Loops 20 21 Game Design Project 22 23 Defining & Calling Functions in Python 24 25 26 Events 27 Game Design Project 28 29 30

### Age Group 12 to 15 Years – Early Achievers Course (EA)

This course is split into 2 courses.

The first course (basic level) is the Introduction to Python programming course. This Is a Python course for beginners.This course enables the child to learn basic Python. It introduces kids to the problem-solving and language basics they need to write simple programs and build small projects of their own. The course consists of 20 sessions(20 hours)

You can explore the EA course content for the Introduction to Python programming course here –

Age Group 12 to 15 Years – Early Achievers Course (EA)

Basic level course – 20 sessions

 INTRODUCTION TO PYTHON PROGRAMMING Session Concept 1 Drawing Lines 2 3 Drawing Shapes 4 5 Simple Animation 6 Formative Assessment 7 Why do we need Loops ? 8 Tinkering with Nested Loops 9 10 Project Work 11 12 Formative Assessment 13 User Input 14 Events 15 Conditionals 16 Game Design Part 1 17 18 Game Design Part 2 19 20 Formative Assessment

The second EA course is the Advanced Python Programming course. This course builds on the basic tools and progresses to advanced topics, the projects increasing in complexity, along with the child’s expertise and understanding of the language. The course consists of 30 sessions (30 hours)

You can explore the EA Advanced Python Programming course content here –

Age Group 12 to 15 Years – Early Achievers Course (EA)
Advanced Python course – 30 sessions

 ADVANCED PYTHON PROGRAMMING Session Concept 1 Communicate with Computer 2 3 Operators and Conditional statements 4 5 Introduction to Loops, For loops 6 7 Formative Assessment 8 Nested Loops 9 While Loop 10 11 Dictionaries and Functions 12 13 Formative Assessment 14 Algorithms and Debugging your programs 15 Lists 16 17 2d Lists 18 Strings 19 20 More about Dictionaries 21 Practice Session 22 Code Detective 23 Tuple 24 25 Set 26 Debugging your programs 27 Tkinter Module 28 29 Project Work 30

## Course Duration & Certificate

Course DurationOur Python online course consists of 50 sessions, each session runs for an hour. So, the total duration of the entire course is 50 hours. This applies to both the YL and EA courses.

Python certification – There will be a certificate awarded to the student on completion of the Python online course. The Python certification recognises the skills the student learnt, and the level of mastery achieved.

## Requirements for the course

To take our Python course, students do not need to have any coding knowledge.

• There are no coding prerequisites since our Python training course starts with the very basics before moving on to the core concepts.
• The child should have a laptop or computer with a webcam and a stable internet connection to attend our Python online classes.

1. Can I get a demo before an online session?

A: Yes, we provide a demo session.

2. Is the demo session free of cost?

A:  Yes, the demo is free.

3. How can I book the free demo class?

A: You can book the free class from the booking link.

4. What are the days/timing of the Python training course?

A: The days and timing of our Python training course is flexible. Any time and any day that fits into your child’s schedule can be selected.

5. What is the Python full course duration?

A: The Python full course consists of 50 hours. There are 50 sessions in the Python full course. Each session is of one hour duration.

6. Can my kid understand and learn Python easily?

A: Our Python training is conducted in a way that even a 7-year-old can understand and learn Python easily. Also, Python is a child-friendly language, and it is not difficult to learn Python.

7. What about Python certification? Will my child receive a certificate on completion of the Python course?

A: Your child will get a certificate after completion of the course. The Python certification recognises the skills the student learnt and the level of mastery achieved.

8. What does my child need to know before starting the Python training from PurpleTutor?

A: Your child does not need to know any coding prior to starting the Python course. We start the Python programming course from the very basics.  Your child simply needs a laptop/computer with a webcam and a stable internet connection, for learning Python with us.

9. Will my child be able to code independently after completion of this course?

A: Yes. Our Python programming course is designed to build confidence in Python coding by encouraging your child to make projects and games on their own.

10. What are the courses that PurpleTutor offers?

A: PurpleTutor offers courses in Web Development, Artificial Intelligence, Machine Learning, Cyber Security, & Roblox Games.

22SP_PYTHN_CRS

# Best AI Courses

## What are the Best AI courses?

Artificial intelligence involves teaching computers how to “think.” As technology advances, artificial intelligence will become the norm. Artificial Intelligence (AI) and Machine Learning (ML) are two of the most rapidly growing fields in technology today. Using coding and programming, students become the designers of a computer’s “brain.” Any student who is a beginner and wishes to learn how to program, train, and test computers can take an AI course. Through a progressive approach, AI courses will also teach them how to build their own projects. When it comes to Artificial Intelligence for Kids, what changes can we expect to see? Read this article to explore PurpleTutor’s course on Artificial Intelligence for kids, which can prepare any student for a better future.

The most important thing to do before choosing a course on Artificial Intelligence for Kids is to identify the area of AI that interests the student the most. Artificial Intelligence for Kids can give a comprehensive understanding of Artificial Intelligence, including machine learning, computer vision, natural language processing, etc.

In conclusion, Artificial Intelligence for Kids is a valuable investment in their future and can help prepare them for a rapidly changing technological landscape. This is the perfect time for students to explore the world of AI and discover all it has to offer!

## What will you learn in the AI course?

Artificial Intelligence has become increasingly important in today’s world. It is important to be aware that Artificial Intelligence for Kids is likely to play an even bigger role in the future. Our artificial intelligence classes will allow students of all ages to dive into the world of AI and upskill themselves with the latest AI knowledge and skills by making several projects and knowledge-provoking activities.

Students will –

• Build a Chatbot activity teaches students about natural language processing, a type of artificial intelligence that enables computers to understand and interpret human speech.
• Create a simple machine learning model that can recognize patterns in data. This activity helps students understand how machine learning works and how it can be used to make predictions based on data.
• Design an expert system which is a type of AI that uses a combination of machine learning and human-generated rules to make decisions or solve problems that help students to learn about the principles of artificial intelligence and how it can be applied to real-world problems.
• Analyze the ethical and social implications of AI such as the potential for job displacement or the risks of biased or discriminatory decision-making.
• Explore AI-powered tools and applications and experiment with different AI-powered tools and applications, such as voice assistants or image recognition software, to learn about the practical applications of AI.

The AI and ML courses are designed based on the age group and duration. Here are the four categories of the AI Machine Learning courses online –

• ### Age 6 to 8 Years (Lil Champs Course)

• During these classes, students are given a quick overview of the Scratch programming interface and are then introduced to the basics of Artificial intelligence concepts and terms. Projects based on Text, Voice, and Image recognition are done by the students.

• ### Age 9 to 11 Years (Young Learners Course)

• Students are given a brief overview of the Scratch programming interface, as well as a basic introduction to the concept and terminology of artificial intelligence at the beginning of Artificial Intelligence and Machine Learning courses. Students develop projects involving text, voice, and image recognition.

• ### Age 12 to 15 Years (Early Achievers Course)

• Google AI experiments like AutoDraw, Teachable Machine, etc are explored by the students to understand how machines learn. With the help of teachable machines and Scratch, they create voice, image, and text recognition projects. Through various image and video manipulation projects created during our AI and ML Courses with the CV2 library of Python, they examine how computers visualize images.

• ### More than 15 Years (Young Professionals Course)

• In this ML and AI course, students will explore AI’s applications, limitations, biases, ethics, and future after discussing what AI is. As part of this course, they will learn about supervised learning, unsupervised learning, deep learning, and neural networks, which are all basic AI terms.

Looking for AI & machine learning courses online?
Check out PurpleTutor’s Artificial Intelligence and Machine Learning free online course for beginners!

## Benefits of the AI Course

Artificial Intelligence (AI) and Machine Learning (ML) bring several benefits to businesses and individuals. Taking AI and ML Courses is primarily important for the young generation as the field of artificial intelligence has a tremendous career outlook, including:

1. Preparing for the future: AI is likely to play an even bigger role in the future as it becomes more widespread in our lives. With Artificial Intelligence for Kids, they will be prepared for a technological world.
2. Encouraging creativity and innovation: Artificial Intelligence for Kids will encourage them to think critically, problem-solve and use their imaginations.
3. Building critical thinking skills: Understanding AI is a great way for kids to develop a solid foundation in computer science, math, and programming.
4. Fostering ethical awareness: Knowing the implications of AI allows kids to make informed decisions about its use and ensure that it is used responsibly.
5. Closing the skills gap: Educating kids about AI bridges the skills gap and ensures that the next generation has the knowledge and skills to succeed in a technologically based world.

AI and ML can reduce costs and increase profitability by automating tasks and improving efficiency.

## Course Content

### AGE 6 TO 8 YEARS (LIL CHAMPS COURSE)

In these classes, students learn about the Scratch programming interface through a movie-making project and a game project. They are then introduced to the basic concepts and terminology of artificial intelligence. Students can create Scratch projects using machine learning models that recognize text, voice, and image commands with Artificial Intelligence for Kids.

 SCRATCH AND ARTIFICIAL INTELLIGENCE Session Concept 1 Overview of Scratch Interface 2 Sprites 3 Algorithms & Scene Building 4 & 5 Movie Making 6 & 7 Events & Game Design 8 & 9 Conditionals 10 Formative Assessment TEXT RECOGNITION 11 Introduction to Artificial Intelligence 12 History of AI 13 How does AI work? 14 & 15 Text recognition 16 Chatbots 17 & 18 Events and Text recognition VOICE RECOGNITION 19 Storyboarding 20 & 21 Voice Recognition 22 Formative Assessment IMAGE RECOGNITION 23 Image Detection, Recognition 24 Image classification with machine learning 25 Introduction toTeachable Machine 26 & 27 Image recognition 28 Face Recognizer 29 Shy Panda 30 Formative Assessment

### AGE 9 TO 11 YEARS (YOUNG LEARNERS COURSE)

During the initial phase of our online Artificial Intelligence classes, students will get introduced to the Scratch Programming interface through movie making and game projects. Artificial Intelligence for Kids explores conditionals, events, lists, and functions in coding. The students then learn to train machine models to recognize text, voice, and image commands and use the same models to create projects in Scratch.

 SCRATCH AND ARTIFICIAL INTELLIGENCE Session Concept 1 Scratch Coding & Movie Making 2 Sprites 3 Algorithms & Scene Building 4 & 5 Movie Making 6 & 7 Events & Game Design 8 & 9 Conditionals 10 Etch-Sketch 11 & 12 Cloning 13 & 14 Operators 15 & 16 List 17 & 18 Function 19 & 20 Video Sensing 21 Formative Assessment TEXT RECOGNITION 22 Introduction to Artificial Intelligence 23 History of AI 24 How does AI work? 25 & 26 Emotion Detector Bot 27 & 28 Chatbot 29 & 30 Smart Room 31 News Paper 33 Formative Assessment VOICE RECOGNITION 34 Storyboarding 35 Alien Walk 36 Jargon Buster 37 Secret Code 38 Formative Assessment IMAGE RECOGNITION 39 Image Detection, Recognition 40 Image classification with machine learning 41 Teachable Machine 42 & 43 Chameleon 44 Emoji Mask 45 Face Recognizer 46 Laser Eyes 47 Introduction to Fooled Project 48 Fooled Project – Coding & Testing 49 Shy Panda 50 Formative Assessment

### AGE 12 TO 15 YEARS (EARLY ACHIEVERS COURSE)

We offer one of the best AI and ML courses that make the students get introduced to the world of Artificial Intelligence. They will get a chance to experiment with various AI experiments and understand the power of AI. They then create voice, image, and text recognition projects using teachable machines and Scratch. Following this, they use the CV2 library of Python to exploring how computers visualize images and manipulate images.

 ARTIFICIAL INTELLIGENCE Session Concept 1 What is Artificial Intelligence? 2 History of AI 3 How does AI work? 4 & 5 Emotion Detector Bot 6 & 7 Smart Room 8 Image detection, recognition, and Image classification with ML 9 Teachable Machine & Introduction To Chameleon 10 Coding Chameleon & Introduction To Fooled 11 Coding “Fooled” 12 Emoji Mask & Creating Face Filters 13 & 14 Image Representation 15 How computers read images? 16 Getting Started with Image Processing 17 Edit Grayscale images 18 Color images with 3D Arrays 19 & 20 Edit Color images 21 Edit backgrounds 22 Formative Assessment 23 & 24 Edge Detection 25 & 26 Face Detection 27 & 28 Invisibility Cloak 29 Formative Assessment 30 Machine Learning Algorithms 31, 32 & 33 Decision Trees 34 Ethics and Bias in Machine Learning 35 Neural Networks 36, 37 & 38 Chatbot Project 39 & 40 Make Me Happy Project

### MORE THAN 15 YEARS (YOUNG PROFESSIONALS COURSE)

Our AI ML courses online that are meant for the “Young Professionals”  begins with a discussion of what AI is and then explores its applications, limitations, biases, ethics, and future. Upon taking the AI Full Course students will gain an understanding of AI terms like supervised learning, unsupervised learning, deep learning, and neural networks.

 Introduction to AI and Machine learning Session Concept 1 Intelligence and its types 2 Evolution of AI and the Big Ideas of AI 3 & 4 Creating a simple Chatbot 5 & 6 Understanding Machine Learning 7 & 8 Tic-Tac-Toe project 9 Deep Learning with Neural Networks 10 & 11 MNIST digit recognition project 12, 13 & 14 Virtual Assistant project

## Course Accessibility, Duration & Certificate

PurpleTutor has designed a 30 sessions Artificial Intelligence Machine Learning course for “LIL CHAMPS” whose age can be between 6 to 8. Each session is one hour long and for the initial 10 sessions, students learn about the Scratch programming interface through a movie-making project and a game project. They conclude the rest of the 20 sessions by creating Scratch projects using machine learning models that recognize text, voice, and image commands. Students will be awarded a certificate at the end of the AI and ML course

We have designed the best Artificial Intelligence Certification course for “YOUNG LEARNERS” whose age can be between 9 to 11. The course will be taught in 50 sessions, each lasting one hour.  Upon completing 20 sessions, students will be familiar with basic programming concepts. Students will learn and do projects based on text, voice, and image recognition in the rest of the 30 sessions. The Artificial Intelligence full course concludes with 50 sessions, allowing students to receive an Artificial Intelligence certificate at the end.

Students between the ages of 12 and 15 can enroll in the course meant for “EARLY ACHIEVERS”. The Machine Learning and AI course consists of 40 sessions lasting 40 hours in total. AI learning for this group of students initially involves understanding the basics of AI and experimenting with different AI applications. After 10 sessions students will be gradually introduced to python programming for AI where they use the CV2 library to explore how computers visualize images and manipulate images. Machine Learning Algorithms, Neural Networks are also included in the Artificial Intelligence training which concludes their course. We will award a certificate of completion to the student at the end of our online Artificial Intelligence certificate course.

The AI and ML courses are meant for the “YOUNG PROFESSIONALS” who are 15 years old and above. This 14-session Artificial Intelligence Online Course begins with a discussion of what AI is and then explores its applications, limitations, biases, ethics, and future. Each session will be for one hour and at the end of 14 hours students will gain an understanding of AI terms like supervised learning, unsupervised learning, deep learning, and neural networks.

## Requirements for the Course

To take our AI courses, students do not need to have any coding knowledge.

• There are no coding prerequisites since the Artificial Intelligence course will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our AI courses online.

1. Can I try a free class for coding?

A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

2. Is the Artificial Intelligence course schedule flexible?

A: The courses are flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether an AI course is right for any student?

A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the AI course?

A: Students get certificates after completion of each course. The certificate recognizes the skills the student learned and the level of mastery achieved.

5. What do you require to learn Artificial Intelligence from PurpleTutor?

A: You need a laptop/computer with a webcam and a stable internet connection.

6. What are the courses that Purple Tutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Space Technology, Cyber Security, & Roblox Games. We also offer Math courses.

7. What level will any student reach in coding after completing the AI course?

A: Students learn everything about Artificial Intelligence during the course like machine learning, computer vision, natural language processing, text recognition, voice recognition, and image recognition. According to the AI course that they have undertaken, they will learn as per the curriculum.

20SP_AI_CRS

# Game Designer Courses

## What is Game Design?

Games are created and developed through the process of game design. The goal is to create engaging and entertaining experiences for players by combining artistic expression, technical skills, and critical thinking. Modern entertainment is incomplete without video games, which capture the attention of millions of players every day. It’s no wonder that many young people are interested in taking a game designer course because of the growing popularity of gaming. Anyone who loves games and is creative will enjoy a game designer course from PurpleTutor. In this article, we’ll discuss how our game designer course benefits the young generation.

The development of video games can be challenging. The process takes a lot of time, creativity, hard work, and patience. Good graphics and engaging gameplay are essential for a successful game. Uniqueness is also essential for attracting attention to a game. In our game designer course, you’ll learn how to combine both design and programming. Consider taking a course in game design to improve your imagination and creative skills.

The gaming industry is rapidly growing at a pace of 50% per annum. The demand is high. To stand out from the competition, and to upskill with game designing techniques explore PupleTutor’s Game Designing courses. Learning Game Development can be a turning point in the life of students who can make their hobby into a career.

## What will you learn in the course?

It is a great way for students to learn about game design, coding, and creativity while also having fun. Our Game Designer course has a variety of positive effects on a student’s overall personality. During the course, students will get a chance to explore and gain knowledge on the following topics:

• Create colorful art by superimposing shapes during the initial stage of our game designing courses.
• Create beautiful landscapes and drawings of intricate 2D patterns in JavaScript.
• Create an animation of sprites and develop interesting games like Platform Jumper Game, T-Rex Game based on the student’s level.
• Develop visualization skills by learning about the 3D coordinate system in Roblox.
• Learn Lua coding to control the player movement by writing code during the Game Designer course in 3D environment.
• Write Lua scripts using variables, loops, functions, and events.
• Build complex 3D Models and develop 3D scene building.
• Exploring Game Lighting and special effects using different types of light sources to enhance the visual effects.

The Game Designing courses are designed based on the age group and duration. Here are the 2 categories of Game designing courses that are conducted online:

• ### Age 9 to 11 Years (Young Learners Course)

• Game Designing Course for this group of students will start with learning how to create animations and interactive games in a 2d environment using JavaScript. After exploring the basics of game design using JavaScript, students will graduate to work in a 3d environment. The Game Designer course ends with students creating an Obstacle game, Maze game, and Adventure game with added sound and light effects.

• ### Age 12 to 15 Years (Early Achievers Course)

• During our Game Designer Course, the students will start with 2D Animation basics and then learn the basics of 3D designing in the Roblox studio. Their skills will include creating 3D scenes and objects with sound and visual effects. They will also learn the basic commands of the LUA programming script to create different animations. The course comes to end with the students completing an Obstacle game with various levels, a Maze game with a scoreboard, and an Adventure Game.

Check out PurpleTutor’s best JavaScript tutorial for Students.

## Benefits of learning Game Design

Learning from our Game Designing courses can be an enriching and valuable experience for students. They can learn how to code, be creative, and develop problem-solving and critical thinking skills through this program.

• A creative outlet: Designing characters, environments, and storylines for games allows young people to express their imagination and creativity.
• Technical Skills: Taking a game design course will help you improve your programming, 3D modeling, animation, and other technical skills.
• Problem-Solving Skills: Creating solutions to technical and creative challenges is a crucial part of game design. As a result, critical thinking and problem-solving skills are developed.
• Career opportunities: Video game designers are in high demand in a rapidly growing industry. Taking a game design course can prepare young people for careers in the industry.
• Collaboration: As students work together on games, they can develop communication and teamwork skills as they develop their teamwork skills.
• A greater interest in technology and science: Game design involves understanding how technology works. As a result, a person may become interested in technology and science, which can lead to further study.
• Improved digital literacy: Developing digital literacy is essential in today’s digital world. A game design course can help young people develop digital literacy skills, which will be valuable in many areas of life.
• ## Course Content

### AGE 9 TO 11 YEARS (YOUNG LEARNERS COURSE)

The course begins with a study of 2D game design using JavaScript, and students will graduate to work with 3D game design. They will then proceed to learn how to add objects and non-playing characters to your game, keep score, change game objects with scripts, and generate their own terrains.

 2D ANIMATION AND GAME DESIGN 1 Revisiting the cartesian coordinate system 2 Shapes and Angles 3 Adding Colors 4 Variables, Random numbers 5 Formative Assessment 6 Functions in JavaScript 7 Draw Loop and Animations 8 Counter Pattern and Sprite animations 9 Conditionals 10 Formative Assessment 11 Events with mouse click 12 Events with keys 13 Upload new sprites 14 Create multiple sprites using Arrays 15 Game Design Process 16 Single Player Game Development 17 Multi-player Game Development 18 Platform Jumper Game 19 & 20 Project Work 3D ANIMATION AND GAME DESIGN 21 Digital Citizenship 22 Introduction to Roblox Studio 23 & 24 Working with 3D Parts 25 Creating game levels 26 & 27 LUA Coding fundamentals 28 & 29 Developing the Game theme 30 Deadly Lava 31 Formative Assessment 32 Getting Started with building a Maze 33 & 34 Create a scoring system 35 & 36 Build the Maze 37 & 38 Finish Line 39 & 40 Blocked Door 41 Formative Assessment 42 & 43 Build a 3D World Map 44 & 45 Bob the Builder 46 & 47 Building a fireplace 48 & 49 Be an Architect 50 World Building 51 & 52 Light Effects 53 Terrain Building 54 Formative Assessment 55 & 56 Adventure Game 57 & 58 Scripting Game Mechanics 59 3D Animations 60 Formative Assessment

### AGE 12 TO 15 YEARS (EARLY ACHIEVERS COURSE)

During these Game Designing course, the students will learn the basics of 3d designing in the Roblox studio. They will learn to create 3d objects and scenes. Our course for Game Designer will also cover how to add objects and non-playing characters to your game, keep score, change game objects with  Lua scripts, and generate your own terrains. During the Game designing course, students will create many games including adventure games, and publish them. They will be architects for their Dream House.

 2D ANIMATION AND GAME DESIGN 1 Revisiting the cartesian coordinate system 2 Shapes and Angles 3 Adding Colors 4 Variables, Random numbers 5 Formative Assessment 6 Functions in JavaScript 7 Draw Loop and Animations 8 Counter Pattern and Sprite animations 9 Conditionals 10 Formative Assessment 11 Events with mouse click 12 Events with keys 13 Upload new sprites 14 Create multiple sprites using Arrays 15 Game Design Process 16 Single Player Game Development 17 Multi-player Game Development 18 Platform Jumper Game 19 & 20 Project Work 3D ANIMATION AND GAME DESIGN 21 Digital Citizenship 22 Introduction to Roblox Studio 23 & 24 Working with 3D Parts 25 Creating game levels 26 & 27 LUA Coding fundamentals 28 & 29 Developing the Game theme 30 Deadly Lava 31 Formative Assessment 32 Getting Started with building a Maze 33 & 34 Create a scoring system 35 & 36 Build the Maze 37 & 38 Finish Line 39 & 40 Blocked Door 41 Formative Assessment 42 & 43 Build a 3D World Map 44 & 45 Bob the Builder 46 & 47 Building a fireplace 48 & 49 Be an Architect 50 World Building 51 & 52 Light Effects 53 Terrain Building 54 Formative Assessment 55 & 56 Adventure Game 57 & 58 Scripting Game Mechanics 59 3D Animations 60 Formative Assessment

## Course Accessibility, Duration & Certificate

PurpleTutor offers 60 sessions of the Game Designer course in Roblox for “YOUNG LEARNERS”, who fall under the age group of 9 and 11. In the first 20 sessions, kids will learn how to create animations and interactive games in a 2D environment using JavaScript. After exploring the basics of game design using JavaScript, students will graduate to work in a 3D environment. From the 21st session, students will learn how to create a game using Roblox Studio. The course comes to end with the students completing an Obstacle game with various levels, a Maze game with a scoreboard, and an Adventure Game. We will award a certificate of completion to the student at the end of our Roblox Programming Class.

Students between the ages of 12 and 15 can enroll in our Game Designing Course, meant for “EARLY ACHIEVERS”. The course duration is 60 sessions each running for one hour. The first 20 sessions will teach kids JavaScript skills for creating animations and interactive games in 2D. Students will explore the basics of game design using JavaScript before moving on to 3D. Students will learn how to create a game using Roblox Studio starting in the 21st session. The course concludes with the students completing Obstacles, Mazes, and Adventures games.

At the end of our Game Designer Course, students will receive a certificate of completion.

## Requirements for the Course

To take our Game Designer course, students do not need to have any coding knowledge.

• There are no coding prerequisites since the game designing courses will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online Game Designer course.

Please go through Roblox hardware and OS requirements as mentioned here.

1. Can I try a free class for coding?

A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

2. Is the Game Designer course schedule flexible?

A: The courses are flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether game designing courses are right for any student?

A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the Game Designing Courses?

A: Students get certificates after completion of each course. The certificate recognizes the skills the student learnt, and the level of mastery achieved.

5. What do you require to learn Roblox from PurpleTutor?

A: You need a laptop/computer with a webcam and a stable internet connection.

6. What are the courses that PurpleTutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, & Game Designing Courses in 2D and 3D, and Space Technology. We also offer Math courses.

7. What level will any student reach in coding after completing the Classes?

A: Students learn everything about developing a variety of games during the course. According to the Game Designer Course that they have undertaken, they will learn as per the curriculum.

19SP_GM_DSN_CRS

# Animation Courses

## What Is Animation?

Animation refers to the creation of moving images through the use of still images, illustrations, or computer graphics. Today’s media and entertainment industry rely heavily on animation. There are many career opportunities available in fields like film, television, video games, and more. A career in animation can be achieved through a variety of courses. Some of the popular courses that young people choose are 2D Animation Course, VFX Course, Maya animation Course, MAAC Institute of Animation design, etc. An animation degree program provides a comprehensive education in the principles and techniques of animation. By joining one of PurpleTutor’s animation classes, students can create their own animation and game design.

Taking 3D animation classes and game design in Roblox can provide a solid foundation for learning visual effects (VFX) because they share many similar concepts and principles. Both the 2D animation course and 3D animation & game design involve the creation of dynamic and interactive environments. By learning these skills in PurleTutor’s animation classes, students can lay the foundation for a career in VFX and gain valuable experience that will be useful in their future endeavors.

In conclusion, many options are available for those interested in pursuing a career in animation, including VFX courses, Maya animation programs, animation degrees, animation classes, VFX and animation courses, and 2D animation courses. Choosing the right course will depend on one’s goals, experience, and interests. PurpleTutor can help students succeed in this exciting and dynamic industry by laying the foundation through our animation classes.

## What will you learn in the course?

Our 2d animation classes cover everything a student needs to become an expert programmer. The course is more child-centric and allows students to develop several dynamic skills. They will gain tangible coding and game development skills through their JavaScript coding experience. Beyond that, they’ll discover new ways to deal with challenges and solve problems:

Students in the course learn:

• Create colorful art by superimposing shapes during the initial stage of our 2D Animation Course
• Create beautiful landscapes and drawings of intricate 2D patterns in JavaScript.
• Create an animation of sprites and develop interesting games like Platform Jumper Game, T-Rex Game based on the student’s level.
• Develop visualization skills by learning about the 3D coordinate system in Roblox.
• Learn Lua coding to control the player movement by writing code during the Game Designer course in 3D environment.
• Write Lua scripts using variables, loops, functions, and events.
• Build complex 3D Models and develop 3D scene building.
• Exploring Game Lighting and special effects using different types of light sources to enhance the visual effects.

Our animation classes are designed based on the age group and duration. Here are the two categories of the course as follows:

• ### Age 9 to 11 Years (Young Learners Course)

• Students will start with learning how to create animations and interactive games in a 2d environment using JavaScript. After 2D animation course in JavaScript, students will graduate to work in a 3D environment. The Roblox studio course ends with students creating an Obstacle game, Maze game, and Adventure game with added sound and light effects.

• ### Age 12 to 15 Years (Early Achievers Course)

• During our Roblox Studio Course, the students will start with a 2D Animation course and then learn the basics of 3D designing in the Roblox studio. Their skills will include creating 3D scenes and objects with sound and visual effects. They will also learn the basic commands of the LUA programming script to create different animations. The Roblox Programming class comes to end with the students completing an Obstacle game with various levels, a Maze game with a scoreboard, and an Adventure Game.

Check out PurpleTutor’s best JavaScript tutorial for Students.

## Benefits of Learning Animation

2D Animation course and Roblox course can provide students with some relevant skills and knowledge that may be useful in taking a VFX course. For those serious about pursuing a career in VFX, it is recommended to enroll in a dedicated VFX course after laying a strong foundation in 2D 3D animation and game design. Our animation classes can benefit the students in the following ways:

• A creative outlet: Designing characters, environments, and storylines for games allows young people to express their imagination and creativity.
• Technical Skills: Taking a game design course will help you improve your programming, 3D modelling, animation, and other technical skills.
• Problem-Solving Skills: Creating solutions to technical and creative challenges is a crucial part of game design. As a result, critical thinking and problem-solving skills are developed.
• Career opportunities: Video game designers are in high demand in a rapidly growing industry. Taking a game design course can prepare young people for careers in the industry.
• Collaboration: As students work together on games, they can develop communication and teamwork skills as they develop their teamwork skills.
• A greater interest in technology and science: Game design involves understanding how technology works. As a result, a person may become interested in technology and science, which can lead to further study.
• Improved digital literacy: Developing digital literacy is essential in today’s digital world. A game design course can help young people develop digital literacy skills, which will be valuable in many areas of life.

## Course Content

### AGE 9 TO 11 YEARS (YOUNG LEARNERS COURSE)

The course begins with animation classes in JavaScript, and students will graduate to work with 3D game design. They will then proceed to learn how to add objects and non-playing characters to your game, keep score, change game objects with scripts, and generate their own terrains.

 2D ANIMATION AND GAME DESIGN 1 Revisiting the cartesian coordinate system 2 Shapes and Angles 3 Adding Colors 4 Variables, Random numbers 5 Formative Assessment 6 Functions in JavaScript 7 Draw Loop and Animations 8 Counter Pattern and Sprite animations 9 Conditionals 10 Formative Assessment 11 Events with mouse click 12 Events with keys 13 Upload new sprites 14 Create multiple sprites using Arrays 15 Game Design Process 16 Single Player Game Development 17 Multi-player Game Development 18 Platform Jumper Game 19 & 20 Project Work 3D ANIMATION AND GAME DESIGN 21 Digital Citizenship 22 Introduction to Roblox Studio 23 & 24 Working with 3D Parts 25 Creating game levels 26 & 27 LUA Coding fundamentals 28 & 29 Developing the Game theme 30 Deadly Lava 31 Formative Assessment 32 Getting Started with building a Maze 33 & 34 Create a scoring system 35 & 36 Build the Maze 37 & 38 Finish Line 39 & 40 Blocked Door 41 Formative Assessment 42 & 43 Build a 3D World Map 44 & 45 Bob the Builder 46 & 47 Building a fireplace 48 & 49 Be an Architect 50 World Building 51 & 52 Light Effects 53 Terrain Building 54 Formative Assessment 55 & 56 Adventure Game 57 & 58 Scripting Game Mechanics 59 3D Animations 60 Formative Assessment

### AGE 12 TO 15 YEARS (EARLY ACHIEVERS COURSE)

Initial phase of the course will start with 2D animation course, students will graduate to work with 3D game design. They will learn to create 3d objects and scenes. Our animation classes will also cover how to add objects and non-playing characters to your game, keep score, change game objects with Lua scripts, and generate your own terrains. During the Game designing course, students will create many games including adventure games, and publish them. They will be architects for their Dream House.

 2D ANIMATION AND GAME DESIGN 1 Revisiting the cartesian coordinate system 2 Shapes and Angles 3 Adding Colors 4 Variables, Random numbers 5 Formative Assessment 6 Functions in JavaScript 7 Draw Loop and Animations 8 Counter Pattern and Sprite animations 9 Conditionals 10 Formative Assessment 11 Events with mouse click 12 Events with keys 13 Upload new sprites 14 Create multiple sprites using Arrays 15 Game Design Process 16 Single Player Game Development 17 Multi-player Game Development 18 Platform Jumper Game 19 & 20 Project Work 3D ANIMATION AND GAME DESIGN 21 Digital Citizenship 22 Introduction to Roblox Studio 23 & 24 Working with 3D Parts 25 Creating game levels 26 & 27 LUA Coding fundamentals 28 & 29 Developing the Game theme 30 Deadly Lava 31 Formative Assessment 32 Getting Started with building a Maze 33 & 34 Create a scoring system 35 & 36 Build the Maze 37 & 38 Finish Line 39 & 40 Blocked Door 41 Formative Assessment 42 & 43 Build a 3D World Map 44 & 45 Bob the Builder 46 & 47 Building a fireplace 48 & 49 Be an Architect 50 World Building 51 & 52 Light Effects 53 Terrain Building 54 Formative Assessment 55 & 56 Adventure Game 57 & 58 Scripting Game Mechanics 59 3D Animations 60 Formative Assessment

## Course Accessibility, Duration & Certificate

Purple Tutor offers 60 sessions of the Game Designer course in Roblox for “YOUNG LEARNERS”, who fall under the age group of 9 and 11. In the first 20 sessions, kids will learn how to create animations and interactive games in a 2D environment using JavaScript. After the completion of the 2D Animation course and game development in JavaScript, students will graduate to work in a 3D environment. From the 21st session, students will learn how to create a game using Roblox Studio. The course comes to end with the students completing an Obstacle game with various levels, a Maze game with a scoreboard, and an Adventure Game. We will award a certificate of completion to the student at the end of our animation classes.

Students between the ages of 12 and 15 can enroll in our Game Designing Course, meant for “EARLY ACHIEVERS”. The course duration is 60 sessions each running for one hour. The first 20 sessions will be a 2D animation course and game design. Students will explore the basics of game design using JavaScript before moving on to 3D. Students will learn how to create a game using Roblox Studio starting in the 21st session. The course concludes with the students completing Obstacles, Mazes, and Adventures games.

At the end of our Game Designer Course, students will receive a certificate of completion.

## Requirements for the Course

To take our animation classes, students do not need to have any coding knowledge.

• There are no coding prerequisites since the game designing courses will start with the very basics before moving on to the core concepts.
• It is necessary to have a laptop or computer with a webcam and a stable internet connection to take our online animation course and game design.

Please go through Roblox hardware and OS requirements as mentioned here.

1. Can I try a free class for coding?

A: Yes. The first demo class is free of charge. You can book the free class from the booking link.

2. Are the schedule for animation classes flexible?

A: The courses are flexible. You can select any time and any day that works around the student’s schedules.

3. How do I know whether game designing courses are right for any student?

A: The teachers assess the level of the student in the demo class based on which the course is suggested.

4. Will the student receive a certificate for the animation classes?

A: Students get certificates after completion of each course. The certificate recognizes the skills the student learnt, and the level of mastery achieved.

5. What do you require to learn animation from PurpleTutor?

A: You need a laptop/computer with a webcam and a stable internet connection.

6. What are the courses that Purple Tutor offers?

A: PurpleTutor provides Cutting edge courses to make the student’s future ready. We have courses like – Python, Web Development, Machine Learning and Artificial Intelligence Courses, Cyber Security, Space Technology & 2D Animation course in JavaScript, and 3D Animation and Game Designing in Roblox. We also offer Math courses.

7. What level will any student reach in coding after completing the animation classes?

A: Students learn everything about developing a variety of games during the 2D animation course and 3D Animation and game design. According to the animation classes that they have undertaken, they will learn as per the curriculum.

18SP_ANM_CRS

# Data Structures in Python Courses

## What are Data Structures in Python?

Python is one of the most widely used programming languages in the world today. Many popular applications have been developed using Python such as Google, Instagram, Youtube, Quora, to name a few. Python is also one of the top web-development languages – Django, an open-source framework for backend web applications is based on Python. As such, every aspiring software professional wishes to learn Python. Data structures are a very important part of Data Science and Python programming i