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Scaling Up Machine Learning
Parallel And Distributed Approaches
- Editore:
Cambridge University Press
- EAN:
9780521192248
- ISBN:
0521192242
- Pagine:
- 492
- Formato:
- Hardback
- Lingua:
- Inglese
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Descrizione Scaling Up Machine Learning
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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