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Scaling up Machine Learning: Parallel and Distributed Approaches

Scaling up Machine Learning: Parallel and Distributed Approaches Paperback / softback - 2018

by Ron Bekkerman

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Paperback / softback. New. 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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