ml874/Data-Science-Cheatsheet resource

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2572 stars · 606 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A 9-page data science cheatsheet written in TeX covering probability, statistics, statistical learning, machine learning, big data frameworks, SQL, and graph theory. It is a study reference loosely based on The Data Science Design Manual and An Introduction to Statistical Learning.

Use cases

• review data science concepts before an interview
• quick reference for probability and statistics formulas
• study machine learning fundamentals
• brush up on SQL and big data frameworks
• printable data science study sheet

When to choose

• you need a compact printable reference for data science fundamentals
• you are preparing for data science interviews
• you want a free summary of statistical learning concepts

When to avoid

• you need interactive tutorials or runnable code examples
• you need deep, comprehensive coverage of any single topic
• you need a commercial-use resource (CC BY-NC-SA license)

Facets

learning-resource · maturity maintenance

documentation data-science data-science machine-learning tutorials education cross-platform cheatsheet reference-guide statistics probability sql interview-prep tex

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