Scaling Up Machine Learning (English, Ron Bekkerman | Mikhail Bilenko | John Langford)
by Ron Bekkerman | Mikhail Bilenko | John Langford
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About the Book
This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task-appropriate algorithm and platform choices for large-scal…
ISBN: 9780521192248
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