Scaling up Machine Learning: Parallel and Distributed Approaches (Bog, Paperback / softback, Engelsk)

Scaling up Machine Learning: Parallel and Distributed Approaches

(Bog, Paperback / softback, 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 Paperback / softback
Sprog Engelsk
Udgivelsesdato 29-03-2018
Første udgivelsesår 2018
Illustrationer Worked examples or Exercises; 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 491
Indbinding Paperback / softback
Forlag Cambridge University Press
Sideoplysninger 491 pages, Worked examples or Exercises; 9 Halftones, unspecified; 9 Halftones, black and white; 135
Mål 179 x 254 x 29
ISBN-13 / EAN-13 9781108461740