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Pattern Recognition and Machine Learning
5
(1)
Engelsk
Bogcover for Pattern Recognition and Machine Learning af Christopher M. Bishop, 9780387310732
Specifikationer
Sprog:
Engelsk
Sider:
778
ISBN-13:
9780387310732
Indbinding:
Hardback
ISBN-10:
0387310738
Kategori:
Udg. Dato:
17 aug 2006
Størrelse i cm:
24,2 x 18,8 x 4,2
Oplagsdato:
17 aug 2006
Forfatter(e):

Pattern Recognition and Machine Learning

5
(1)
Engelsk
Hardback 2006
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
778
ISBN-13:
9780387310732
Indbinding:
Hardback
ISBN-10:
0387310738
Kategori:
Udg. Dato:
17 aug 2006
Størrelse i cm:
24,2 x 18,8 x 4,2
Oplagsdato:
17 aug 2006
Forfatter(e):
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