May 31, 2019

228 words 2 mins read



VIP cheatsheets for Stanford’s CS 229 Machine Learning

repo name afshinea/stanford-cs-229-machine-learning
repo link
size (curr.) 34215 kB
stars (curr.) 10072
created 2018-08-04
license MIT License

Machine Learning cheatsheets for Stanford’s CS 229

Available in العربية - English - Español - فارسی - Français - 한국어 - Português - Türkçe - 简中 - 繁中


This repository aims at summing up in the same place all the important notions that are covered in Stanford’s CS 229 Machine Learning course, and include:

  • Refreshers in related topics that highlight the key points of the prerequisites of the course.
  • Cheatsheets for each machine learning field, as well as another dedicated to tips and tricks to have in mind when training a model.
  • All elements of the above combined in an ultimate compilation of concepts, to have with you at all times!


VIP Cheatsheets

Supervised Learning Unsupervised Learning Deep Learning Tips and tricks

VIP Refreshers

Probabilities and Statistics Algebra and Calculus

Super VIP Cheatsheet

All the above gathered in one place


This material is also available on a dedicated website, so that you can enjoy reading it from any device.


Would you like to see these cheatsheets in your native language? You can help us translating them on this dedicated repo!


Afshine Amidi (Ecole Centrale Paris, MIT) and Shervine Amidi (Ecole Centrale Paris, Stanford University)

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