Statistical and Machine-Learning Data Mining, Third Edition: Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition
Bruce Ratner
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.
Categorie:
Anno:
2017
Edizione:
Third edition
Casa editrice:
CRC Press
Lingua:
english
Pagine:
691
ISBN 10:
149879761X
ISBN 13:
9781498797610
File:
PDF, 7.46 MB
IPFS:
,
english, 2017