Description: Further DetailsTitle: Pattern Recognition and Machine LearningCondition: NewEAN: 9781493938438ISBN: 9781493938438Publisher: Springer-Verlag New York Inc.Format: PaperbackRelease Date: 08/23/2016Description: 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.Language: EnglishCountry/Region of Manufacture: USItem Height: 254mmItem Length: 178mmAuthor: Christopher M. BishopGenre: Computing & InternetBook Series: Information Science and StatisticsEdition: Softcover Reprint of the Original 1st 2006 ed.Topic: Science Nature & MathRelease Year: 2016 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Pattern Recognition and Machine Learning
Title: Pattern Recognition and Machine Learning
EAN: 9781493938438
ISBN: 9781493938438
Release Date: 08/23/2016
Release Year: 2016
Country/Region of Manufacture: US
Item Height: 254mm
Genre: Computing & Internet
Edition: Softcover Reprint of the Original 1st 2006 ed.
Topic: Science Nature & Math
Number of Pages: Xx, 778 Pages
Publication Name: Pattern Recognition and Machine Learning
Language: English
Publisher: Springer New York
Publication Year: 2016
Subject: Probability & Statistics / General, Intelligence (Ai) & Semantics, General, Computer Vision & Pattern Recognition
Type: Textbook
Item Weight: 67.8 Oz
Item Length: 10 in
Author: Christopher M. Bishop
Subject Area: Mathematics, Computers, Science
Series: Information Science and Statistics Ser.
Item Width: 7 in
Format: Trade Paperback
