Skip to content
No description, website, or topics provided.
Branch: master
Clone or download
Pull request Compare This branch is even with ml874:master.
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Type Name Latest commit message Commit time
Failed to load latest commit information.

Data Science Cheatsheet

This cheatsheet is currently a 9-page reference in basic data science that covers basic concepts in probability, statistics, statistical learning, machine learning, big data frameworks and SQL.

The cheatsheet is loosely based off of The Data Science Design Manual by Steven S. Skiena and An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.

Inspired by William Chen's The Only Probability Cheatsheet You'll Ever Need, located here.

Future Additions

  • Graph Theory
  • Algorithms and Data Structures
  • Python
  • Advanced SQL (SQL Part II)
  • Data Science on the Cloud- AWS/GCP/Azure
  • Linear Algebra
  • Data Engineering



This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Creative Commons License


2018-08-13 Added Python Data Structures Section

2018-08-12 Added Feature Engineering Section

2018-08-10: Added Data Science Cheat Sheet


Feel free to suggest comments, updates, and potential improvements!

Maverick Lin: Reach out to me via Quora or through my website. Cheers.

You can’t perform that action at this time.