Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners
- ISBN 13:
- ISBN 10:
- Edition: 1st
- Format: Hardcover
- Copyright: 06/16/2014
- Publisher: Wiley
Note: Not guaranteed to come with supplemental materials (access cards, study guides, lab manuals, CDs, etc.)
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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.