Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners Contributor(s): Dean, Jared (Author) |
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ISBN: 1119680255 ISBN-13: 9781119680253 Publisher: Wiley
WE WILL NOT BE UNDERSOLD! Click here for our low price guarantee Binding Type: Hardcover - See All Available Formats & Editions Published: December 2021 |
Additional Information |
BISAC Categories: - Computers | Databases - Data Mining |
Descriptions, Reviews, Etc. |
Publisher Description: This book provides a comprehensive overview on the recent trend toward high performance computing architectures especially as it relates to analytics, data mining, and machine learning. Topics that are covered include: big data (and its characteristics), high performance computing for analytics, massively parallel processing (MPP) databases, algorithms for big data, in-memory databases, implementation of machine learning algorithms for big data platforms, and analytics environments. However, none gives a historical and comprehensive view of all these separate topics in a single document. Through the understanding of these topics corporations can create an ideal analytic environment that is better suited to the challenges of today's analytics demands. The book is organized in three parts:
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