Pattern Recognition and Machine Learning (Information Science and Statistics)
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Pattern Recognition and Machine Learning (Information Science and Statistics)
Pattern Recognition and Machine Learning (Information Science and Statistics)
товар №: 35142260

Pattern Recognition and Machine Learning (Information Science and Statistics)

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товар №: 35142260

KZT 37399

KZT 58909

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Get the Softcover reprint of the original 1st ed. 2006 Edition of Pattern Recognition and Machine Learning. Explore our wide selection of Information Science and Statistics books at Ubuy Kazakhstan.
  • 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.
Publisher Springer
Publication date August 23, 2016
Edition Softcover Reprint of the Original 1st 2006 ed.
Language English
Print length 798 pages
ISBN-10 1493938436
ISBN-13 978-1493938438
Item Weight 2.88 pounds (1.31 kg)
Dimensions 6.9 x 1.7 x 9.8 inches (17.5 x 4.3 x 24.9 cm)
Part of series Information Science and Statistics

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Pattern Recognition and Machine Learning (Information Science and Statistics)

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