value creation for business leaders and practitioners Dean, Jared 1978- creator text nju 2014 monographic eng

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xiv, 263 p. : 24 cm. "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 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"-- p. 1. The computing environment -- p. 2. turning data into business value -- p. 3. success stories of it all together. Jared Dean. Includes index. Management Data processing Data mining Big data Database management Information technology Management COMPUTERS / Database Management / Data Mining HD30.2 .D39 2014 658/.05631 COM021030 Dean, Jared, 1978- Hoboken, New Jersey : John Wiley and Sons, Inc., [2014] (DLC) 2014009116 9781118618042 (hardback) 2014005823 DLC 140303 20230410115518.0 117298 eng