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Pattern Recognition and Machine Learning
Engelsk
Bogcover for Pattern Recognition and Machine Learning af Christopher M. Bishop, 9781493938438
Specifikationer
Sprog:
Engelsk
Sider:
778
ISBN-13:
9781493938438
Indbinding:
Paperback
ISBN-10:
1493938436
Udg. Dato:
23 aug 2016
Størrelse i cm:
18,0 x 25,4 x 4,4
Oplagsdato:
23 aug 2016
Forfatter(e):

Pattern Recognition and Machine Learning

Engelsk
Paperback 2016
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:
9781493938438
Indbinding:
Paperback
ISBN-10:
1493938436
Udg. Dato:
23 aug 2016
Størrelse i cm:
18,0 x 25,4 x 4,4
Oplagsdato:
23 aug 2016
Forfatter(e):
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