Machine Learning (McGraw-Hill Series in Computer Science) - Hardcover

Mitchell, Tom M.

 
9780070428072: Machine Learning (McGraw-Hill Series in Computer Science)

Inhaltsangabe

An introductory text on primary approaches to machine learning and the study of computer algorithms that improve automatically through experience. Introduce basics concepts from statistics, artificial intelligence, information theory, and other disciplines as need arises, with balanced coverage of theory and practice, and presents major algorithms with illustrations of their use. Includes chapter exercises. Online data sets and implementations of several algorithms are available on a Web site. No prior background in artificial intelligence or statistics is assumed. For advanced undergraduates and graduate students in computer science, engineering, statistics, and social sciences, as well as software professionals. Annotation c. by Book News, Inc., Portland, Or.

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