Mining of Massive Datasets, 2ed

Author : Jure Leskovec, Anand Rajaraman, Jeffrey David Ullman
Price : Rs 649.00
ISBN 13 : 9781316638491
ISBN 10 : 1316638499
Pages : 480
Type : Paperbound

9781316638491

Details

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.