Machine Learning is the study of computer algorithms that improve
automatically through experience.
This book provides a single source introduction to the field. It is written for advanced undergraduate and graduate students, and for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed.
Machine Learning course using
this book plus supplemental readings, taught in 2011
(includes video lectures, online slides, homeworks, exams)
Software and data discussed in the text.
Errata for printings one and two
About the author.
Reviews of this book.