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Pattern Recognition and Machine Learning (Paperback, Softcover reprint of the original 1st ed. 2006) Loot Price: R1,794
Discovery Miles 17 940
Repayment Terms: R168 pm x 12*
You Save: R103 (5%)
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Pattern Recognition and Machine Learning (Paperback, Softcover reprint of the original 1st ed. 2006): Christopher M. Bishop

Pattern Recognition and Machine Learning (Paperback, Softcover reprint of the original 1st ed. 2006)

Christopher M. Bishop

Series: Information Science and Statistics

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List price R1,897 Loot Price R1,794 Discovery Miles 17 940 | Repayment Terms: R168 pm x 12* You Save R103 (5%)

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This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Information Science and Statistics
Release date: August 2016
First published: 2006
Authors: Christopher M. Bishop
Dimensions: 254 x 178 x 44mm (L x W x T)
Format: Paperback
Pages: 738
Edition: Softcover reprint of the original 1st ed. 2006
ISBN-13: 978-1-4939-3843-8
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Computing & IT > Applications of computing > Pattern recognition
Books > Computing & IT > Applications of computing > Artificial intelligence > General
Books > Computing & IT > Applications of computing > Image processing > General
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LSN: 1-4939-3843-6
Barcode: 9781493938438

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