TensorFlow Crash Course
Google’s fast-paced, practical introduction to machine learning
[40+ exercises, 25 lessons, 15 hours]
Foundations of Machine Learning
Understand the Concepts, Techniques and Mathematical Frameworks Used by Experts in Machine Learning.
Machine Learning Cheatsheet
Brief visual explanations of machine learning concepts with diagrams, code examples and links to resources for learning more.
Facebook Field Guide to Machine Learning video series.
The Facebook Field Guide to Machine Learning is a six-part video series developed by the Facebook ads machine learning team.
ML Audio
Machine Learning Guide Twimlai
This series aims to teach you the high level fundamentals of machine learning from A to Z. I’ll teach you the basic intuition, algorithms, and math.
Reinforcement Learning Intro
Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
AI a Modern Approach
Artificial Intelligence: A Modern Approach
(Third edition) by Stuart Russell and Peter Norvig
The leading textbook in Artificial Intelligence.
Used in over 1300 universities in over 110 countries.
Berkeley cs294: Deep Reinforcement Learning
CS 294-112 at UC Berkeley – Deep Reinforcement Learning
Reinforcement Learning:An Introduction
January 1, 2018