Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)
Murphy, Kevin P.
ISBN 10: 0262018020 ISBN 13: 9780262018029
Published by The MIT Press, 2012
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About this Item
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Synopsis:
A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.
Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. 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...
About the Author: Kevin P. Murphy is a Senior Staff Research Scientist at Google Research.
"About this title" may belong to another edition of this title.
Bibliographic Details
Title: Machine Learning: A Probabilistic ...
Publisher: The MIT Press
Publication Date: 2012
Binding: hardcover
Condition: Good
Edition: Illustrated.
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