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[PDF] Mining of Massive Datasets Free Download

[PDF] Mining of Massive Datasets By Anand Rajaraman , Jeffrey David Ullman Free Download | Publisher : Cambridge University Press | Category : Computers & Internet | ISBN 10 : 1107015359 | ISBN 13 : 9781107015357




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      • 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 which can be used on 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. The PageRank idea and related tricks for organizing the Web are covered next. Other chapters cover the problems of finding frequent itemsets and clustering. The final chapters cover two applications: recommendation systems and Web advertising, each vital in e-commerce. Written by two authorities in database and Web technologies, this book is essential reading for students and practitioners alike.

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      • [PDF] Mining of Massive Datasets Free Download | Publisher : Cambridge University Press | Category : Computers & Internet | ISBN 10 : 1107015359 | ISBN 13 : 9781107015357
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      • [PDF] Mining of Massive Datasets Free Download | Publisher : Cambridge University Press | Category : Computers & Internet | ISBN 10 : 1107015359 | ISBN 13 : 9781107015357
        Book Name : Mining of Massive Datasets
        Edition : 1
        Author :
        Publisher : Cambridge University Press
        Category : Computers & Internet
        ISBN-10 : 1107015359
        ISBN-13 : 9781107015357
        ASIN : 1107015359
        Pages : 326
        Language : English
        Publish Date :

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