Free “Deep Learning” Textbook by Goodfellow and Bengio Now Finished ↗

The books people recommended

2016-04-07 · 603 points · 126 comments · 9 books named by at least one person here and at least 3 people overall. The number on the left is how many people named it in this thread.

124
Deep Learning
Ian Goodfellow, Yoshua Bengio, Aaron Courville
124 here · 47 all-time · #94 overall
Buy on Amazon4.3 out of 5, 2,395 ratings on Amazon
4Neural Networks and Deep Learning
Neural Networks and Deep Learning
Michael Nielsen
4 here · 10 all-time · #692 overall
3Introduction to Statistical Learning
Introduction to Statistical Learning
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
3 here · 12 all-time · #534 overall
Buy on Amazon4.8 out of 5, 1,937 ratings on Amazon
2
The Elements of Statistical Learning
Hastie, Tibshirani, Friedman
2 here · 30 all-time · #191 overall
Buy on Amazon4.6 out of 5, 1,362 ratings on Amazon
2Doing Bayesian Data Analysis
Doing Bayesian Data Analysis
John Kruschke
2 here · 3 all-time · #2610 overall
1
Concrete Mathematics
Donald Knuth
1 here · 46 all-time · #98 overall
Buy on Amazon4.5 out of 5, 2 ratings on Amazon
1
Linear Algebra Done Right
Sheldon Axler
1 here · 36 all-time · #142 overall
Buy on Amazon4.7 out of 5, 736 ratings on Amazon
1All of Statistics
All of Statistics
Larry Wasserman
1 here · 10 all-time · #664 overall
1Foundations of Machine Learning
Foundations of Machine Learning
Shalev-Shwartz, Ben-David
1 here · 3 all-time · #2121 overall