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!

Unit 1: Introduction

Explore common data tasks like finding the average, inspecting data, and more. Learn about the data types you might be analyzing, including numerical and categorical data, and understand how they might affect your analysis.

8 Lessons:

1. Welcome
2. What is Data Analysis?
3. Python Refresher

5. Back to Python
6. Review

7. Quiz
8. Lab: Exploring Real Data

Unit 2: Graphs

Learn how to do the basics: create histograms, bar charts, line graphs and scatter plots using Matplotlib. Understand how and why to use each kind of graph through guided projects. Finally, use data from NASA to visualize the monthly rainfall in your hometown.

11 Lessons:

9. Bar Graphs and Histograms
10. Line Graphs
11. Scatter Plots

12. Customizing Plots
13. Review
14. Quiz

15. Lab

Unit 3: DataFrames

Explore how to work with DataFrames, a datatype foundational to the Pandas library. Learn how to narrow your analysis to a particular set of data of interest without deleting any underlying data. Then put these skills to the test by organizing and graphing data about your favorite Olympic medal victories.

7 Lessons:

16. Creating Dataframes
17. Creating Random Data
18. Manipulating Data Sets

19. Variation of a Normal Curve
20. Review
21. Quiz

22. Lab: Olympics Medals

Unit 4: Complex Charts

In this unit, you’ll deep dive into charting and explore more data visualization types, including box charts, pie charts, and donut plots. You’ll further build your data organization skills by learning about pivot tables and grouping data.

9 Lessons:

23. Box Plots
24. Area Plots
25. Lab: Sea Level Anomaly

26. Creating Figures
27. Customizing Figures
28. Complex Bar Graphs

29. Pie Charts
30. Review
31. Quiz

Unit 5: Capstone Project

In this final, open-ended challenge, you’ll create your own original data analysis, from start-to-finish. Find a data set and perform initial analysis and clean-up, then create your own original visualizations from scratch!

5 Lessons:

32. Day 1: Intro to Final Lab
33. Day 2: Load Data, Initial Charts
34. Day 3: Charts Complete

35. Day 4: Polish, Customize, Document
36. Day 5: Final Report

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Yearly

\$25 \$10 /month Now \$120 billed annually cancel any time
60% OFF

\$780 \$312 one time payment 28% savings over Quarterly
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Quarterly

\$30 \$12 /month Now \$36 billed quarterly cancel any time
60% OFF

Quarterly

\$30 \$12 /month Now \$36 billed quarterly cancel any time
60% OFF

Yearly

\$25 \$10 /month Now \$120 billed annually cancel any time
60% OFF

\$780 \$312 one time payment 28% savings over Quarterly
* Lifetime plan details are available here.

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• Beginner

Minecraft Modding: Sandsville Sorcerer

Embark on a magical quest while mastering the art of crafting Minecraft skins, items, blocks, mobs, and more!

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Course Overview

Embark on 30+ exciting missions to create skins, mythical creatures, fascinating structures and code mob behavior, all while enhancing  computational thinking skills. Students will learn to edit Minecraft skins, items, mobs & build structures with Tynker.

Learning Objectives

• Create custom skins for players
• Design a mythical animal and bring them to life
• Modify mobs behavior using code
• Foster creativity while designing intricate structures
• Enchant tools to defend village from mobs
• Introduction to computational thinking via Minecraft Modding
• 30+ Activities
• Skill Level: Beginners
• Format: Online 1-on-1 Lessons
• Classes: 4 one hour sessions
• Schedule: Anytime, any day
• Required: Windows 10 or above with 4 GB RAM and Minecraft Bedrock version installed
• Minecraft Bedrock System Requirements

Skills

Critical Thinking Sequencing Computational Thinking Creative Building STEM: Plants and Animals Commands Mob Editing Use of Inventory 3D Structures Modding Spawning Enhancements
• Intermediate

Minecraft Modding: Cosmic Chronicles

Explore new biomes as you create intricate Minecraft structures, mods, and games using visual coding.

Create your schedule: anytime, any day.

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Course Overview

Embark on 30+ exciting missions to build structures using coding, survival skills and fundamental redstone techniques, all while honing the coding skills. Students will learn to edit Minecraft skins, items, create mods & build complex structures with Tynker.

Learning Objectives

• Learn survival hacks in Minecraft
• Build faster using code
• Enchant items in Minecraft
• Explore different biomes
• Learn to create basic redstone circuits
• 30+ Activities
• Skill Level: Beginners to Intermediate
• Format: Online 1-on-1 Lessons
• Classes: 4 one hour sessions
• Schedule: Anytime, any day
• Required: Windows 10 or above with 4 GB RAM and Minecraft Bedrock version installed
• Minecraft Bedrock System Requirements

Skills

Critical Thinking Creative Building Coding Fundamentals Design Thinking Curiosity & Innovation Mob Editing Crafting Underwater Structures Modding Enhancements Survival Hacks

Minecraft Modding: Redstone Revelation

Become a redstone master as you craft planetary havens, powered rails, TNT cannons, and code-driven traps.

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Course Overview

Embark on 30+ highly complex missions to build innovative habitats, mine, and create transportation systems, all while mastering the art of redstone engineering. Students will learn to build complex structures, redstone mechanisms, and mod with Tynker.

Learning Objectives

• Learn about ores and how to process them to extract material
• Build strong problem solving and reasoning skills by building structures and crafting items using code
• Learn planning by playing effectively using limited resources
• Foster critical thinking by working with redstone mechanisms
• Learn game mechanics in Minecraft
• 30+ Activities
• Skill Level: Intermediate to Advanced
• Format: Online 1-on-1 Lessons
• Classes: 4 one hour sessions
• Schedule: Anytime, any day
• Required: Windows 10 or above with 4 GB RAM and Minecraft Bedrock version installed
• Minecraft Bedrock System Requirements

Skills

Critical Thinking Problem Solving Coding Fundamentals Game Design STEM: Circuits and Engineering Mob Editing Redstone Mechanics Modding Dispenser Pulsar TNT Cannon Command Blocks
• Beginner

Minecraft Modding: Sandsville Sorcerer

Embark on a magical quest while mastering the art of crafting Minecraft skins, items, blocks, mobs, and more!

Create your schedule: anytime, any day.

% OFF

Classes

\$0 \$0 / class

\$0 one time payment

Money-Back Satisfaction Guarantee*

Show Hide Course Details

Course Overview

Embark on 30+ exciting missions to create skins, mythical creatures, fascinating structures and code mob behavior, all while enhancing  computational thinking skills. Students will learn to edit Minecraft skins, items, mobs & build structures with Tynker.

Learning Objectives

• Create custom skins for players
• Design a mythical animal and bring them to life
• Modify mobs behavior using code
• Foster creativity while designing intricate structures
• Enchant tools to defend village from mobs
• Introduction to computational thinking via Minecraft Modding
• 30+ Activities
• Skill Level: Beginners
• Format: Online 1-on-1 Lessons
• Classes: 4 one hour sessions
• Schedule: Anytime, any day
• Required: Windows 10 or above with 4 GB RAM and Minecraft Bedrock version installed
• Minecraft Bedrock System Requirements

Skills

Critical Thinking Sequencing Computational Thinking Creative Building STEM: Plants and Animals Commands Mob Editing Use of Inventory 3D Structures Modding Spawning Enhancements
• Intermediate

Minecraft Modding: Cosmic Chronicles

Explore new biomes as you create intricate Minecraft structures, mods, and games using visual coding.

Create your schedule: anytime, any day.

% OFF

Classes

\$0 \$0 / class

\$0 one time payment

Money-Back Satisfaction Guarantee*

Show Hide Course Details

Course Overview

Embark on 30+ exciting missions to build structures using coding, survival skills and fundamental redstone techniques, all while honing the coding skills. Students will learn to edit Minecraft skins, items, create mods & build complex structures with Tynker.

Learning Objectives

• Learn survival hacks in Minecraft
• Build faster using code
• Enchant items in Minecraft
• Explore different biomes
• Learn to create basic redstone circuits
• 30+ Activities
• Skill Level: Beginners to Intermediate
• Format: Online 1-on-1 Lessons
• Classes: 4 one hour sessions
• Schedule: Anytime, any day
• Required: Windows 10 or above with 4 GB RAM and Minecraft Bedrock version installed
• Minecraft Bedrock System Requirements

Skills

Critical Thinking Creative Building Coding Fundamentals Design Thinking Curiosity & Innovation Mob Editing Crafting Underwater Structures Modding Enhancements Survival Hacks

Minecraft Modding: Redstone Revelation

Become a redstone master as you craft planetary havens, powered rails, TNT cannons, and code-driven traps.

Create your schedule: anytime, any day.

% OFF

Classes

\$0 \$0 / class

\$0 one time payment

Money-Back Satisfaction Guarantee*

Show Hide Course Details

Course Overview

Embark on 30+ highly complex missions to build innovative habitats, mine, and create transportation systems, all while mastering the art of redstone engineering. Students will learn to build complex structures, redstone mechanisms, and mod with Tynker.

Learning Objectives

• Learn about ores and how to process them to extract material
• Build strong problem solving and reasoning skills by building structures and crafting items using code
• Learn planning by playing effectively using limited resources
• Foster critical thinking by working with redstone mechanisms
• Learn game mechanics in Minecraft
• 30+ Activities
• Skill Level: Intermediate to Advanced
• Format: Online 1-on-1 Lessons
• Classes: 4 one hour sessions
• Schedule: Anytime, any day
• Required: Windows 10 or above with 4 GB RAM and Minecraft Bedrock version installed
• Minecraft Bedrock System Requirements

Skills

Critical Thinking Problem Solving Coding Fundamentals Game Design STEM: Circuits and Engineering Mob Editing Redstone Mechanics Modding Dispenser Pulsar TNT Cannon Command Blocks
* 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