Coding Elective Data Science I

Data is everywhere around us, transforming our world. Learn how to make use of Python, the most popular language for data science — and create beautiful data visualizations.

Tynker gets kids coding with confidence. Access this and 5,000 more fun activities today!
Intermediate Level
Code at Your Own Pace
36 Lessons
161 Activities
Earn Certificate
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Tynker gets kids coding with confidence. Access this and 5,000 more fun activities today!

What's Inside!

Get started with text-coding in a fun, interactive notebook. Experiment with code as you read! Your work is automatically saved as you progress. Playable sample visual art projects and interactive explanations will help you get the big picture, right away.

What You'll Learn:

  • Make use of Python, the most popular language for data science.
  • Understand different types of data (categorical vs. numerical) as well as different kinds of analysis.
  • Model how things work using data! Make a prediction, then test your results.
  • Create your own original graphs and visualizations.
  • Learn the strengths and weaknesses of different visualization types, and how you can filter, clean, and interpret data.
  • Apply basic statistical concepts like mean, median, mode, and standard deviation.
  • Harness Python's industry-standard data science libraries: Numpy, Pandas, and Matplotlib.

Prerequisites: Python 1 or Placement Test recommended

Recommended for Ages 12+

How It Works:

Start a Course

From your student dashboard, select EXPLORE and search for Data Science I. Inside, you’ll find:

  • An interactive textbook, with hundreds of embedded challenges and exercises to try
  • Data science labs, where you’ll take real-world data and then inspect, clean, visualize and analyze it — just like the pros
  • Assessments and quizzes make sure you understand key concepts and syntax
  • An end-of-course capstone project, where you do your own original data analysis, from start-to-finish

Completing Lessons

All Tynker lessons are self-guided. As you advance through each course, your work is automatically saved, and you can restart wherever you left off. You’ll unlock badges and achievements, too, as you make progress, and a certificate for each course you complete.

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Lifetime access to all self-guided courses, from novice to expert

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3-month access to all self-guided courses, from novice to expert

$105 billed quarterly | cancel any time

Yearly
$25 $15/month
40% OFF

1-year access to all self-guided courses, from novice to expert

$180 billed annually | cancel any time

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$675 one time payment

Lifetime access to all self-guided courses, from novice to expert

46% savings over Quarterly
Summer Deal Sale Ends in 17 hours

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.

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 17 hours * Lifetime plan details are available here.

Access everything Tynker offers, plus expert coaching

  • Two one-on-one live coaching sessions (a $120 value) included
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    Write your first game! Code a simple skill-based game controlled with the mouse. You'll need a steady hand to reach the goal.

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    • Color-sensing code
    • Winning and losing conditions

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

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    • Make bullets and lasers fly
    • Add randomness to your games

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    • Keep score with variables
    • Manage game state

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    View Hide Details

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    • Python syntax basics

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    Classes: 6 one hour classes

    View Hide Details

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    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

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

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    • Switch backgrounds with code
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    • Use positions of hand landmarks to control the motion of actors

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

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    • 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 17 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.