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MINING OF MASSIVE DATASETS, 2e (pb) 2016
Author: JURE LESKOVEC
ISBN: 9781316638491
Year: 2016
Publisher: WILEY EASTERN LTD INDIA (WSE)
Category: DATABASE
Edition: 2
Format: Paperback
Language: English
Pages: 480
 ABOUT THE TITLE
Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing.



Authors: Jure leskovec, Anand Rajaraman & Jeffrey david Ullman
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