http://www.cs.cmu.edu/afs/cs.cmu.edu/user/mitchell/ftp/mlbook.html

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.

Chapter Outline: (or see the detailed
table of contents (postscript))
New book chapters available for download in 2005.
Lecture slides for instructors, in both postscript and latex source
Software and data discussed in the text.
Errata for printings one and two ( postscript )( pdf )
About the author.
