Statistical and Machine-Learning Data Mining,3rd Edition

Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data,Third Edition
by: Bruce Ratner
ISBN-10: 1498797601
ISBN-13: 9781498797603
Edition 版本: 3
Publication Date 出版日期: 2017-06-01
Pages: 696
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Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data,Third Edition 3rd Edition
The third edition of a bestseller,Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book,to date,to distinguish between statistical data mining and machine-learning data mining. is a compilation of new and creative data mining techniques,which address the scaling-up of the framework of classical and modern statistical methodology,for predictive modeling and analysis of big data. SM-DM provides proper solutions to common problems facing the newly minted data scientist in the data mining discipline. Its presentation focuses on the needs of the data scientists (commonly known as statisticians,data miners and data analysts),delivering practical yet powerful,simple yet insightful quantitative techniques,most of which use the “old” statistical methodologies improved upon by the new machine learning influence.