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Pattern Recognition and Machine Learning by Christopher M. Bishop (Hardcover, 2011)
Book Corner UK (29063)
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Artikelzustand:
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.
- Sofort-KaufenPattern Recognition and Machine Learning by Christopher M. Bishop
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Product Information
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.Product Identifiers
PublisherSpringer-Verlag New York Inc.
ISBN-139780387310732
eBay Product ID (ePID)92026111
Product Key Features
Number of Pages738 Pages
Publication NamePattern Recognition and Machine Learning
LanguageEnglish
SubjectComputer Science, Mathematics
Publication Year2011
TypeTextbook
AuthorChristopher M. Bishop
SeriesInformation Science and Statistics
FormatHardcover
Dimensions
Item Height254 mm
Item Weight2147 g
Item Width178 mm
Additional Product Features
Country/Region of ManufactureUnited States
Title_AuthorChristopher M. Bishop
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- 30. Sep. 2020
Great product
Great book, best of its kindBestätigter Kauf: JaArtikelzustand: Neu
