Free to Download AI/Machine Learning Books
some are from https://github.com/brpy/ml-books
Book/Resource |
Author(s) |
Links |
AI |
Leonard |
[gitbook] |
d2l-ai |
Community |
[github] [pdf] |
Deep Learning with Pytorch |
Eli Stevens, Luca Antiga, Thomas Viehmann |
[pdf] |
Ml Primer |
Mihail Eric |
[pdf] |
Mathematics For Machine Learning |
Marc Peter Deisenroth, A Aldo Faisal, and Cheng Soon Ong |
[github] [pdf] |
Foundations of Data Science |
Avrim Blum, John Hopcroft, Ravindran Kannan |
[pdf] |
Think Stats |
Allen Downey |
[github] [pdf] |
Math4ml |
Garrett Thomas |
[github] [pdf] |
Think bayes |
Allen Downey |
[github] [html] [pdf] |
Think python 2 |
Allen Downey |
[pdf] |
Intermediate python |
Muhammad Yasoob Ullah Khalid |
[pdf] |
Pattern Recognition and Machine Learning |
Christopher Bishop |
[pdf] |
Computer Age Statistical Inference |
Bradley Efron, Trevor Hastie |
[pdf] |
An Introduction to Statistical Learning |
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani |
[pdf] |
The Elements ofStatistical Learning |
Trevor Hastie, Robert Tibshirani, Jerome Friedman |
[pdf] |
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