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Statistical and Machine-Learning Data Mining, Third Edition: Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition by Bruce Ratner is a nonfiction available to read on EtoBox.

What is Statistical and Machine-Learning Data Mining, Third Edition: Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition about?

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.

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Author

Bruce Ratner

Publisher

Taylor & Francis Group; CRC Press, Taylor & Francis Group

Published

2017

Language

EN

ISBN

9781498797610

Category

nonfiction

Subjects

Mathematics, Science, Marketing