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Scaling up Machine Learning

By: Ron Bekkerman (Author) , Mikhail Bilenko (Author) , John Langford (Author)

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Ksh 20,400.00

Format: Hardback or Cased Book

ISBN-13: 9780521192248

Publisher: Cambridge University Press

Publication Date: Dec 30th, 2011

Weight: 1078 grams

Dimension: 25.60 x 18.50 x 3.10 cms

Category: Machine learning

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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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