Books

Books
Deep Learning
manning.com/books...

A practical approach to Deep Learning, by Andrew Trask

Books
Deep Learning
deeplearningbook....

The classic. Deep Learning book by Ian Goodfellow and Yoshua Bengio and Aaron Courville

Books
Deep Learning
neuralnetworksand...

Neural Networks and Deep Learning is a free online book about Neural Networks

Books
Deep Learning
amazon.com/Deep-L...

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library.

Books
Machine Learning
amazon.com/Hands-...

Programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data.

Books
Deep Learning
amazon.com/Deep-L...

How can machine learning—especially deep neural networks—make a real difference in your organization?

Books
Machine Learning
amazon.com/Introd...

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions

Books
Machine Learning
ciml.info/

CIML is a set of introductory materials that covers most major aspects of modern machine learning (supervised learning, unsupervised learning, large margin methods, probabilistic modeling, learning theory, etc.). It’s focus is on broad applications with a rigorous backbone. A subset can be used for an undergraduate course; a graduate course could probably cover the entire material and then some.

Books
Stanford, Machine Lear...
github.com/afshin...

VIP cheatsheets for Stanford’s CS 229 Machine Learning

Books
Stanford, Deep Learnin...
stanford.edu/~she...

Deep Learning Tips and Tricks cheatsheet

Books
Machine Learning, Deep...
themlbook.com/

All you need to know about Machine Learning in a hundred pages

Books
Reinforcement Learning
amazon.com/Reinfo...

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.