Author: lily
5 deep learning book resources recommended
深度学习（Deep Learning）byIan Goodfellow and Yoshua Bengio and Aaron Courville
Chinese version download address: https://github.com/exacity/deeplearningbook-chinese
Deep Learning Made Easy with R by Dr. ND Lewis
Download address: http://download.csdn.net/detail/oscer2016/9829915
Fundamentals of Deep Learning by Nikhil Buduma
Download address: http://www.taodocs.com/p-32598980.html
Neural networks and statistical learning by K.-L. Du and MNs Swamy
Download address: http://download.csdn.net/detail/oscer2016/9829919
Neural Networks and Deep Learning by Michael Niels
Download address: http://download.csdn.net/download/newhotter/9651111
10 Machine Learning Book Resource Recommendations
Machine Learning, Neural Networks, and Statistical Classification by
D. Michie, D.J. Spiegelhalter, C.C. Taylor
Download address: http://www1.maths.leeds.ac.uk/~charles/statlog/
Bayesian Reasoning and Machine Learning by David Barber
Download address: http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.Online
Gaussian Processes for Machine Learning by Carl Edward Rasmussen and Christopher KI Williams, The MIT Press
Download address: http://www.gaussianprocess.org/gpml/
Information Theory, Inference, and Learning Algorithms by David JC MacKay
Download address: http://www.inference.phy.cam.ac.uk/mackay/itprnn/book.html
The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani, Jerome Friedman
Download address: http://statweb.stanford.edu/~tibs/ElemStatLearn/printings/ESLII_print10.pdf
A Course in Machine Learning by Hal Daumé III
Download address: http://ciml.info/
Introduction to Machine Learning by Amnon Shashua, Cornell University
Download address: https://arxiv.org/abs/0904.3664v1
Reinforcement Learning
Download address: https://www.intechopen.com/books/reinforcement_learning
Introduction to Machine Learning - By Nils Nilsson
Download address: http://ai.stanford.edu/~nilsson/mlbook.html
Reinforcement Learning - MIT Press
Download address: http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html