Scaling up Machine Learning: Parallel and Distributed Approaches (Bog, Hardback, Engelsk)

Scaling up Machine Learning: Parallel and Distributed Approaches

(Bog, Hardback, Engelsk)

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Beskrivelse

In many practical situations it is impossible to run existing machine learning methods on a single computer, because either the data is too large or the speed and throughput requirements are too demanding. Researchers and practitioners will find here a variety of machine learning methods developed specifically for parallel or distributed systems, covering algorithms, platforms and applications.

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Alle detaljer

Forlag Cambridge University Press
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 30-12-2011
Første udgivelsesår 2011
Illustrationer 9 Halftones, unspecified; 9 Halftones, black and white; 135 Line drawings, black and white
Fagredaktør Ron Bekkerman, Mikhail Bilenko, John Langford
Originalsprog United Kingdom
Sideantal 492
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 492 pages, 9 Halftones, unspecified; 9 Halftones, black and white; 135 Line drawings, black and whit
Mål 256 x 185 x 31
ISBN-13 / EAN-13 9780521192248