Stanford · Computer Science

CS 229: Machine Learning

Official course page

Required textbooks

The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Trevor Hastie, Robert Tibshirani, Jerome Friedman
2nd Edition
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Recommended

An Introduction to Statistical Learning with Applications in R
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
1st Edition
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Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville
1st Edition
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Probabilistic Machine Learning: An Introduction
Kevin P. Murphy
1st Edition
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