An Introduction to Machine Learning (3rd ed.)

This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding , introductory information about temporal learning and hidden Markov models , and a much more detailed treatment of reinforcement learning . The book is written in an easy-to-understand manner with many examples and pictures, and with a lot of practical advice and discussions of simp