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Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practition...

ISBN: 9781118618042 | 1118618041
Edition: 1st
Format: Hardcover
Publisher: Wiley
Pub. Date: 6/16/2014

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An expert guide to high performance computing architectures and how they relate to analytics and data mining

With 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. You'll 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 management
  • Includes case studies featuring multinational companies
  • Explores recent trends in high performance computing architectures relating to data mining

Filled 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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