Machine learning : a probabilistic perspective / Kevin P. Murphy.

"This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as...

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Bibliographic Details
Main Author: Murphy, Kevin P., 1970-
Format: Book
Language:English
Published: Cambridge, Mass. : MIT Press, ©2012.
Series:Adaptive computation and machine learning.
Subjects:
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