High Performance Data Mining and Big Data Analytics Khosrow Hassibi

ISBN: 9781118618042

Published: August 25th 2014

Hardcover

240 pages


Description

High Performance Data Mining and Big Data Analytics  by  Khosrow Hassibi

High Performance Data Mining and Big Data Analytics by Khosrow Hassibi
August 25th 2014 | Hardcover | PDF, EPUB, FB2, DjVu, audiobook, mp3, ZIP | 240 pages | ISBN: 9781118618042 | 7.73 Mb

An expert guide to high performance computing architectures and how they relate to analytics and data miningWith the exponential growth of data comes an ever-increasing need to process and analyze so-called Big Data. High Performance Data Mining andMoreAn expert guide to high performance computing architectures and how they relate to analytics and data miningWith the exponential growth of data comes an ever-increasing need to process and analyze so-called Big Data. High Performance Data Mining and Big Data Analytics provides a comprehensive view of the recent trend toward high performance computing architectures and its natural connection to analytics and data mining.

Youll find coverage of topics including: big data, high performance computing for analytics, massively parallel processing (MPP) databases, in-memory analytics, implementation of machine learning algorithms for big data platforms, text analytics, analytics environments, the analytics lifecycle, general applications, as well as a variety of cases.Offers coverage of business analytics, predictive modeling, and fact-based managementIncludes case studies featuring multinational companiesExplores recent trends in high performance computing architectures relating to data miningFilled with case studies, High Performance Data Mining and Big Data Analytics provides a thorough grounding for optimally putting data mining and big data analytics to work for your organization.



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