Pattern Recognition and Machine Learning
Language: English
Published by Springer Aug 2016, 2016
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 75.57
Quantity: 1 available
Add to basketItem description from seller
Neuware - Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation pro- gation. Similarly, new models based on kernels have had significant impact on both algorithms and applications. This new textbook reacts these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first year PhD students, as wellas researchers and practitioners, and assumes no previous knowledge of pattern recognition or - chine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.…
Seller Inventory # 9781493938438
- Title
- Pattern Recognition and Machine Learning
- Author
- Christopher M. Bishop
- Publisher
- Springer Aug 2016
- Publication year
- 2016
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1493938436
- ISBN 13
- 9781493938438
- Item weight
- 1,402 grams
- Dimensions
- 254x178x41 mm
- Series
- Book 19 of 19: Information Science and Statistics
"Synopsis" may belong to another edition of this title.
About the Author
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