This textbook provides a single source introduction to the primary approaches to machine learning. It is intended for advanced undergraduate and graduate students, as well as for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed. Several key algorithms, example data sets, and project-oriented home work assignments discussed in the book are accessible through the World Wide Web.

Several new chapters are available from the author's website.