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Data Science 1 Course

Learn matplotlib, pandas, and more

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Advanced Course: Explore and visualize data with Python!

  • Learn how to analyze and visualize data using Python
  • Deep dive into charting and explore various data visualization types
  • Go through the real-world process of data analysis in the final project
  • No Prerequisites
  • Recommended for Ages 14+
  • Learn how to analyze and visualize data using Python
  • Deep dive into charting and explore various data visualization types
  • Go through the real-world process of data analysis in the final project
  • No Prerequisites
  • Recommended for Ages 14+

5 Modules

1
Unit 1: Introduction Explore the fundamentals of statistics and how to use Python for data analysis. 8 Activities: 8 Intros
2
Unit 2: Graphs Create basic graphs with matplotlib: Line charts, bar charts, histograms, and more. 7 Activities: 7 Intros
3
Unit 3: DataFrames Manipulate your datasets using DataFrames, a data type in pandas. 7 Activities: 7 Intros
4
Unit 4: Complex Charts Learn about advanced chart types, and explore how to customize your figures. 9 Activities: 9 Intros
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My 8 year old son just completed the Tynker programming course. It was a fantastic learning experience for him... Keep up the good work! Brian Perron, Ph.D. Parent from Ann Arbor, MI
When my 8-year-old showed me the projects he has created on Tynker, I was totally blown away! Brian G. Parent from Palo Alto, CA

How Kids Learn with Tynker

Kids learn on their own with a guided, hands-on approach that individualizes the learning experience. Tynker's online courses provide a complete learning system for your child to master the fundamentals of programming. Tynker's visual programming language makes it easy to learn, and once kids gain proficiency, they can seamlessly transition to Javascript coding within the Tynker learning system. Enroll in one of our plans for unlimited play across all courses.

Self-Paced Courses
  • Step-by-step success
  • Interactive lessons
  • Guided learning
  • Skill mastery
Game-Based Learning
  • Fun challenges
  • Bite-sized lessons
  • Achievements
  • Immersive entertainment
Hands-on Activities
  • Visual Workshop
  • Level Editor
  • Character Creator
  • Physics Engine

Recommended Learning Path for Ages 14+

Advanced JavaScript 1
Advanced Python 1
Advanced Python 2
Beginner Stunt Pilot
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Requirements

Online courses require a desktop computer, laptop computer, Chromebook, or Netbook with Internet connection and a Chrome (29+), Firefox (30+), Safari (7+), or Edge (20+) browser. No downloads required. Courses are not supported on tablets.

Minecraft courses and server access is available to verified accounts. Minecraft client for PC or Mac with a valid Mojang account is required for Java server access. Minecraft for Windows 10 is required for Agent Recall, Gears of Time, Mythicraft, and Mind Crafters courses. Content and courses are subject to changes. NOT AN OFFICIAL MINECRAFT PRODUCT. NOT APPROVED BY OR ASSOCIATED WITH MOJANG.

The Stunt Pilot course requires a physical drone and an Ipad or Android tablet (each sold separately). Any airborne Parrot Minidrone such as the Rolling Spider, Night, Cargo, Mambo, or Swing drone can be used.

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