Real-World Python: LEVEL
4 5 6
Real-world Python

You’ve learned syntax. Now solve problems that excite and inspire — with Python! Make useful applications, explore game design, try data science, and create digital art with cool Python modules.

Tynker gets kids coding with confidence. Access this and 5,000 more fun activities today!

Unit 1: Interactive Artwork with Processing

Learn how to draw basic shapes while exploring fundamental processing concepts. In addition, you’ll learn how to choose color schemes, control transparency, draw irregular shapes, and layer and blend colors.

9 Lessons:

1. Basic Shapes
2. Colors
3. Movement and Animation

4. Mouse and Keyboard
5. Transformations
6. Classes and Objects

7. Review and Quiz
8. Follow the Leader
9. Unit 1 Quiz

Unit 2: Game Design with Processing

Take the lessons you learned in Unit 1 and make objects move on-screen and respond to user input. Create simple, playable arcade games like Snake, Asteroids, and Space Invaders. After getting the basic game logic working, you’ll be challenged to extend the games’ functionality using the skills you’ve learned. Add levels, invent your own bad guys, and more.

8 Lessons:

10. Mouse Chase
11. Space Invaders
12. Eating Dots

13. Snake
14. Asteroids
15. Review and Quiz

16. Project: Improve a Game
17. Unit 2 Quiz

Unit 3: Data Visualization with Matplotlib

Learn the basics of Data Science: create histograms, bar charts, line graphs, and scatter plots using Matplotlib, the most popular Python visualization library. Understand how and why to use each kind of graph through guided projects. Finally, use data from NASA to visualize the temperature variations in your hometown.

7 Lessons:

18. Bar Graphs and Histograms
19. Line Graphs
20. Scatter Plots

21. Customize Plots
22. Review and Quiz
23. Lab

24. Unit 3 Quiz

Unit 4: Analyzing Data with Pandas

Explore how to work with DataFrames, a datatype foundational in the pandas’ library that allows you to easily manipulate datasets. Learn how to narrow your analysis to a particular set of data of interest without deleting any underlying data. You’ll also learn how to generate models to represent your dataset accurately. Finally, put these skills to the test by organizing and graphing data about wildfires in California. Subset the data, explore it visually, and then make your own conclusions.

7 Lessons:

25. Creating DataFrames
26. Creating Random Data
27. Manipulating Datasets

28. Variation of a Normal Curve
29. Review and Quiz
30. Lab

31. Unit 4 Quiz

Unit 5: Image Manipulation with Processing

Learn how to load and manipulate existing images by making cool photo filters and much more. You’ll explore advanced concepts like image transformations, too.

9 Lessons:

32. Loading and Displaying Images
33. Image Filters
34. Transforming Images

35. Warhol Triptych
36. Random Tint
37. Pontillism

38. Review and Quiz
39. Project: Wandering Art Bugs
40. Unit 5 Quiz

Unit 6: Math and Science with Python

These days, almost everyone has access to the incredible computing power that early mathematicians could only dream of. Learn how you can use Python in mathematical contexts, to perform straightforward mathematical calculations, as well as symbolic manipulations. Learn how to use Sympy and Numpy to their fullest.

8 Lessons:

41. Introduction to Sympy
42. Derivatives
43. Integrals

44. Word Problems
45. Numpy Arrays
46. Review and Quiz

47. Challenge Problems
48. Unit 6 Quiz

Assessment

Put your skills to the test — keep up the momentum and continue on your learning pathway.

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  • 5,000+ activities
  • Block Coding
  • Text Coding
  • 3 Mobile Apps
  • Minecraft Modding
  • Game Design
  • Robotics
  • Hardware
  • Web Development
  • Python
  • JavaScript
  • Processing (P5.JS)
  • Data Science
  • Advanced CS

Tynker is designed to progress with your child. A three year plan accelerates their coding mastery from block coding to advanced text languages.

Choose a Plan to Accelerate Your Learning

Choose Live Online Courses

Choose a Plan to Accelerate Your Learning

Choose a 3-Year Self-Paced Plan

40% OFF

Yearly

$20 $12 /month Now $144 billed annually cancel any time

Lifetime*

$450 one time payment 50% savings over Quarterly

Quarterly

$25 /month $75 billed quarterly cancel any time

Quarterly

$25 /month $75 billed quarterly cancel any time
40% OFF

Yearly

$20 $12 /month Now $144 billed annually cancel any time

Lifetime*

$450 one time payment 50% savings over Quarterly
40% OFF

Yearly

$25 $15 /month Now $180 billed annually cancel any time

Lifetime*

$675 one time payment 46% savings over Quarterly

Quarterly

$35 /month $105 billed quarterly cancel any time

Quarterly

$35 /month $105 billed quarterly cancel any time
40% OFF

Yearly

$25 $15 /month Now $180 billed annually cancel any time

Lifetime*

$675 one time payment 46% savings over Quarterly
Summer Deal Sale Ends in 16 hours * Lifetime plan details are available here.

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  • Intro to Game Design


    Ages: 7-12
    Skill Level: Beginner
    Format: Online Private 1-on-1 Lessons
    Classes: 6 one hour classes

    View Hide Details

    Learn to design and build your own games in 6 fun-filled classes. Code classic games or build something totally new.

    Lesson 1: Mouse Maze

    Write your first game! Code a simple skill-based game controlled with the mouse. You'll need a steady hand to reach the goal.

    • Mouse events
    • Color-sensing code
    • Winning and losing conditions

    Lesson 2: Go Kart

    Take the wheel and explore how to add keyboard controls to your game. Avoid the oncoming obstacles.

    • Keyboard events
    • Collision detection
    • Cartesian coordinates
    • Loops and iteration

    Lesson 3: Base Defense

    Create a tower defense game. Make complex games with loads of enemies — and handle projectiles.

    • Clone actors with code
    • Make bullets and lasers fly
    • Add randomness to your games

    Lesson 4: Space Voyager

    Create a dodger game with powerups and collectibles. Add an invincibility powerup — or invent your own.

    • Coordinate the action using messages
    • Keep score with variables
    • Manage game state

    Lesson 5: Ball Pop

    Make a colorful chain-reaction puzzle game. Can you make ALL the balls pop with just a single click? Explore advanced coding and animation techniques in this lesson.

    • Events and broadcasts
    • Puzzle game basics
    • Get more practice with clones, color-sensing, and randomness

    Lesson 6: Bank Shot

    Explore Tynker's Physics Blocks to create a fun game with collisions, action, and motion.

    • Control gravity
    • Change Actors' physics properties
    • Give objects a push with impulse and much more

    Game Developer Certification

    Be proud of what you've created! Keep up the momentum and continue on your learning journey.

  • Intro to Python


    Ages: 12+
    Skill Level: Beginner
    Format: Online Private 1-on-1 Lessons
    Classes: 6 one hour classes

    View Hide Details

    Explore Python in 6 interactive classes. Progress to solve real world problems in math and science, design games, & more!

    Lesson 1: Python Basics

    Get acquainted with the basics of Python programming. Then explore how to represent repeating patterns with code.

    • Function calls
    • For loops
    • Python syntax basics

    Lesson 2: Conditionals

    Explore boolean values, boolean logic, if statements, and while loops. Write programs that “make decisions.”

    • Selection and conditional statements
    • Explore digital logic
    • Debugging tricks and techniques

    Lesson 3: Variables

    Learn about variable initialization, declaration, and more. Then get some practice with lists, a useful data structure.

    • Variables and datatypes
    • Expressions and operators
    • Store loads of data with lists

    Lesson 4: Turtle Graphics

    Create graphics and user interfaces with the Turtle module. Explore functions, a way to keep code organized and repeatable.

    • Write custom functions
    • Draw on the screen with code
    • Import Python modules

    Lesson 5: Game Design

    Design games with an interactive canvas and write programs that respond to key-presses, mouse events, and more.

    • Keyboard control and mouse events
    • Implement game logic and loops
    • Code several games from scratch

    Lesson 6: Capstone Project

    Put together everything you've learned to create a fun, playable arcade game. In this final project, you will create a Brick Breaker game using Turtle Graphics.

    • A challenging self-guided project
    • Extend the game with Bonus Challenges

    Game Developer Certification

    Be proud of what you've created! Keep up the momentum and continue on your learning journey.

  • Intro to Artificial Intelligence


    Ages: 7-12
    Skill Level: Intermediate
    Format: Online Private 1-on-1 Lessons
    Classes: 6 one hour classes

    View Hide Details

    Learn to use Artificial Intelligence and Machine Learning in your block coding projects. Make your code come to life in an all-new way.

    Lesson 1: Mad Hatter

    Explore the basics of AI with the Face-Tracking blocks. Create a costume that follows you, wherever you go! Add a wizard hat, clown nose, cowboy mustache, or whatever else you like.

    • Show and enable Face-Tracking
    • Switch costumes with code
    • Work with live video

    Lesson 2: Face Painting Booth

    Draw on a 3D face mesh! Make a carnival-style face paint creation. Create a costume or add glamorous makeup.

    • Explore Face-Tracking landmarks
    • Use the face-effect block to draw on a face mesh

    Lesson 3: World Traveler

    Create a greenscreen effect with live video and the Pose-Tracking blocks. Make a different animal appear as you change the scene.

    • Enable Pose-Tracking and work with body segmentation
    • Switch backgrounds with code
    • Use mouse events to control where you go

    Lesson 4: Protect the Cupcake

    Use the Hand-Tracking blocks to create an augmented reality "defense" game. Don't let the foxes steal your food!

    • Show and enable Hand-Tracking
    • Use positions of hand landmarks to control the motion of actors

    Lesson 5: Bubble Frenzy

    Create a game using the Hand-Tracking blocks. The bubble only pops if you follow the instructions, exactly! Explore Hand-Tracking landmarks and game logic.

    • Use dictionaries to represent landmarks efficiently
    • Use positions of hand landmarks to control game flow
    • Use variables to keep track of game state

    Lesson 6: Turtle Racer

    Use the Hand-Tracking blocks to create a virtual game controller! Control where the actor goes using a virtual steering wheel!

    • Show and enable Hand-Tracking
    • Use angles of landmarks to control the motion of actors
    • Use variables and positions of actors to control game flow

    AI Developer Certification

    Be proud of what you've created! Keep up the momentum and continue on your learning journey.

  • Intro to Game Design


    Ages: 7-12
    Skill Level: Beginner
    Format: Online Private 1-on-1 Lessons
    Classes: 6 one hour classes

    View Hide Details

    Learn to design and build your own games in 6 fun-filled classes. Code classic games or build something totally new.

    Lesson 1: Mouse Maze

    Write your first game! Code a simple skill-based game controlled with the mouse. You'll need a steady hand to reach the goal.

    • Mouse events
    • Color-sensing code
    • Winning and losing conditions

    Lesson 2: Go Kart

    Take the wheel and explore how to add keyboard controls to your game. Avoid the oncoming obstacles.

    • Keyboard events
    • Collision detection
    • Cartesian coordinates
    • Loops and iteration

    Lesson 3: Base Defense

    Create a tower defense game. Make complex games with loads of enemies — and handle projectiles.

    • Clone actors with code
    • Make bullets and lasers fly
    • Add randomness to your games

    Lesson 4: Space Voyager

    Create a dodger game with powerups and collectibles. Add an invincibility powerup — or invent your own.

    • Coordinate the action using messages
    • Keep score with variables
    • Manage game state

    Lesson 5: Ball Pop

    Make a colorful chain-reaction puzzle game. Can you make ALL the balls pop with just a single click? Explore advanced coding and animation techniques in this lesson.

    • Events and broadcasts
    • Puzzle game basics
    • Get more practice with clones, color-sensing, and randomness

    Lesson 6: Bank Shot

    Explore Tynker's Physics Blocks to create a fun game with collisions, action, and motion.

    • Control gravity
    • Change Actors' physics properties
    • Give objects a push with impulse and much more

    Game Developer Certification

    Be proud of what you've created! Keep up the momentum and continue on your learning journey.

  • Intro to Python


    Ages: 12+
    Skill Level: Beginner
    Format: Online Private 1-on-1 Lessons
    Classes: 6 one hour classes

    View Hide Details

    Explore Python in 6 interactive classes. Progress to solve real world problems in math and science, design games, & more!

    Lesson 1: Python Basics

    Get acquainted with the basics of Python programming. Then explore how to represent repeating patterns with code.

    • Function calls
    • For loops
    • Python syntax basics

    Lesson 2: Conditionals

    Explore boolean values, boolean logic, if statements, and while loops. Write programs that “make decisions.”

    • Selection and conditional statements
    • Explore digital logic
    • Debugging tricks and techniques

    Lesson 3: Variables

    Learn about variable initialization, declaration, and more. Then get some practice with lists, a useful data structure.

    • Variables and datatypes
    • Expressions and operators
    • Store loads of data with lists

    Lesson 4: Turtle Graphics

    Create graphics and user interfaces with the Turtle module. Explore functions, a way to keep code organized and repeatable.

    • Write custom functions
    • Draw on the screen with code
    • Import Python modules

    Lesson 5: Game Design

    Design games with an interactive canvas and write programs that respond to key-presses, mouse events, and more.

    • Keyboard control and mouse events
    • Implement game logic and loops
    • Code several games from scratch

    Lesson 6: Capstone Project

    Put together everything you've learned to create a fun, playable arcade game. In this final project, you will create a Brick Breaker game using Turtle Graphics.

    • A challenging self-guided project
    • Extend the game with Bonus Challenges

    Game Developer Certification

    Be proud of what you've created! Keep up the momentum and continue on your learning journey.

  • Intro to Artificial Intelligence


    Ages: 7-12
    Skill Level: Intermediate
    Format: Online Private 1-on-1 Lessons
    Classes: 6 one hour classes

    View Hide Details

    Learn to use Artificial Intelligence and Machine Learning in your block coding projects. Make your code come to life in an all-new way.

    Lesson 1: Mad Hatter

    Explore the basics of AI with the Face-Tracking blocks. Create a costume that follows you, wherever you go! Add a wizard hat, clown nose, cowboy mustache, or whatever else you like.

    • Show and enable Face-Tracking
    • Switch costumes with code
    • Work with live video

    Lesson 2: Face Painting Booth

    Draw on a 3D face mesh! Make a carnival-style face paint creation. Create a costume or add glamorous makeup.

    • Explore Face-Tracking landmarks
    • Use the face-effect block to draw on a face mesh

    Lesson 3: World Traveler

    Create a greenscreen effect with live video and the Pose-Tracking blocks. Make a different animal appear as you change the scene.

    • Enable Pose-Tracking and work with body segmentation
    • Switch backgrounds with code
    • Use mouse events to control where you go

    Lesson 4: Protect the Cupcake

    Use the Hand-Tracking blocks to create an augmented reality "defense" game. Don't let the foxes steal your food!

    • Show and enable Hand-Tracking
    • Use positions of hand landmarks to control the motion of actors

    Lesson 5: Bubble Frenzy

    Create a game using the Hand-Tracking blocks. The bubble only pops if you follow the instructions, exactly! Explore Hand-Tracking landmarks and game logic.

    • Use dictionaries to represent landmarks efficiently
    • Use positions of hand landmarks to control game flow
    • Use variables to keep track of game state

    Lesson 6: Turtle Racer

    Use the Hand-Tracking blocks to create a virtual game controller! Control where the actor goes using a virtual steering wheel!

    • Show and enable Hand-Tracking
    • Use angles of landmarks to control the motion of actors
    • Use variables and positions of actors to control game flow

    AI Developer Certification

    Be proud of what you've created! Keep up the momentum and continue on your learning journey.

Summer Deal Sale Ends in 16 hours * Lifetime plan details are available here.

3-Year All-Access plans include:

  • 70+ courses
  • 5,000+ activities
  • Block Coding
  • Text Coding
  • 3 Mobile Apps
  • Minecraft Modding
  • Game Design
  • Robotics
  • Hardware
  • Web Development
  • Python
  • JavaScript
  • Processing (P5.JS)
  • Data Science
  • Advanced CS

Tynker is designed to progress with your child. A three year plan accelerates their coding mastery from block coding to advanced text languages.