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Scaling up machine learning：parallel and distributed approaches

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Bibliographic Details
Group Author: Bekkerman Ron.; Bilenko Mikhail, 1978-; Langford John, 1975-
Published: Cambridge University Press,
Publisher Address: Cambridge New York
Publication Dates: 2012.
Literature type: Book
Language: English
Subjects:
Machine learning
Data mining.
Parallel algorithms.
Parallel programs (Computer programs)
Carrier Form: xvi, 475 p.: ill. ; 26 cm.
ISBN: 9780521192248 (hbk.)
0521192242 (hbk.)
Index Number: TP181
CLC: TP181
Call Number: TP181/S282
Contents: Includes bibliographical references and index.
Scaling up machine learning: introduction / Ron Bekkerman, Mikhail Bilenko, and John Langford -- MapReduce and its application to massively parallel learning of decision tree ensembles / Biswanath Panda ... [et al.] -- Large-scale machine learning using DryadLINQ / Mihai Budiu ... [et al.]

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