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Data analytics / Radha Shankarmani and M. Vijayalakshmi

By: Contributor(s): Material type: TextTextPublication details: India Wiley 2016Description: 312pISBN:
  • 9789354641824
Subject(s): DDC classification:
  • 005.74 SHA-R
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Holdings
Item type Current library Collection Shelving location Call number Copy number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 003-007 General Stack (For lending) 005.74 SHA-R (Browse shelf(Opens below)) INR 799.00 Available 47447
Total holds: 0

The goal of this book is to provide a smooth transition from traditional data analytics to recent algorithms for massive data analysis including real time analytics. It focuses on concepts, principles,
and techniques applicable to any technology environment and industry and establishers a baseline that can be enhanced further by additional real world experience. This book aims to be ready reckoner to either a novice or a professional working in the field. A whole section s devoted to classical supervised methods of analysis like regression, times series, Bayesian analysis, etc. Recent topics in clustering and data stream analysis is covered later. Emphasis is on newer tools like MapReduce and NoSQL. A comprehensive discussion of real time analytics is included.

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