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Level 0 · Hello, Computer

What Is a Computer? 14 lessons
Programming 1: Thinking in Steps 26 lessons
Programming 2: Abstraction & Recursion 20 lessons
Tools of the Trade 16 lessons

Level 1 · Math Toolbox

Logic & Proofs 16 lessons
Discrete Math 20 lessons
Probability & Statistics 20 lessons
Linear Algebra 20 lessons
Calculus for CS 20 lessons

✏️ Being drawn next: F10 Data Structures

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▶ Pick up where you left off

Level 0 · Hello, Computer

What Is a Computer? 14 lessons
Programming 1: Thinking in Steps 26 lessons
Programming 2: Abstraction & Recursion 20 lessons
Tools of the Trade 16 lessons

Level 1 · Math Toolbox

Logic & Proofs 16 lessons
Discrete Math 20 lessons
Probability & Statistics 20 lessons
Linear Algebra 20 lessons
Calculus for CS 20 lessons

✏️ Being drawn next: F10 Data Structures

See all 72 courses on the map →

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Map › Level 7: Build Something Real

F36

Data Science

“Being a detective with data”

Lessons

Being drawn right now ✏️

Lessons for this course are being written. Like every course, its first 3 lessons will be free.

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What you’ll learn

wrangling, visualization, inference, experiments, A/B testing

🔨 Boss level project

Analyze a real public dataset

📚 Recommended books

Adhikari et al., Computational & Inferential Thinking (free)
Learning Data Science

Optional. Every lesson here stands on its own.

← F35 Numerical Computing F37 Ethics, Society & Professional Practice →

DoingCamp CS

Everything a CS degree teaches, explained like you’re 5.

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