Skip to content
VIP cheatsheets for Stanford's CS 229 Machine Learning
Branch: master
Clone or download
Latest commit 4d5ac4e May 1, 2019
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
en Update README.md May 1, 2019
es Update README.md May 1, 2019
fr Update README.md May 1, 2019
pt Update README.md May 1, 2019
tr Create README.md May 1, 2019
zh Update README.md May 1, 2019
LICENSE Create LICENSE Aug 7, 2018
README.md Update README.md May 1, 2019

README.md

Machine Learning cheatsheets for Stanford's CS 229

Available in English - Español - فارسی - Français - 한국어 - Português - Türkçe - 中文

Goal

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!

Content

VIP Cheatsheets

IllustrationIllustrationIllustrationIllustration          Supervised Learning               Unsupervised Learning                    Deep Learning                           Tips and tricks

VIP Refreshers

IllustrationIllustration                                                                                                              Probabilities and Statistics           Algebra and Calculus

Super VIP Cheatsheet

Illustration                                                                                                                                      All the above gathered in one place

Website

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

Translation

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

Authors

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

You can’t perform that action at this time.