Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition

Buy

The second 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. The first edition, titled Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data, contained 17 chapters of innovative and practical statistical data mining techniques. In this second edition, renamed to reflect the increased coverage of machine-learning data mining techniques, the author has completely revised, reorganized, and repositioned the original chapters and produced 14 new chapters of creative and useful machine-learning data mining techniques. In sum, the 31 chapters of simple yet insightful quantitative techniques make this book unique in the field of data mining literature.

The statistical data mining methods effectively consider big data for identifying structures (variables) with the appropriate predictive power in order to yield reliable and robust large-scale statistical models and analyses. In contrast, the author's own GenIQ Model provides machine-learning solutions to common and virtually unapproachable statistical problems. GenIQ makes this possible ? its utilitarian data mining features start where statistical data mining stops.

This book contains essays offering detailed background, discussion, and illustration of specific methods for solving the most commonly experienced problems in predictive modeling and analysis of big data. They address each methodology and assign its application to a specific type of problem. To better ground readers, the book provides an in-depth discussion of the basic methodologies of predictive modeling and analysis. While this type of overview has been attempted before, this approach offers a truly nitty-gritty, step-by-step method that both tyros and experts in the field can enjoy playing with.

(HTML tags aren't allowed.)

MCSE Training Kit-Microsoft Windows XP Professional
MCSE Training Kit-Microsoft Windows XP Professional

Official Microsoft study guide for the skills you need on the job—and on the exam.

Learn how to set up and support the Windows® XP Professional operating system—and prepare for the Microsoft® Certified Professional (MCP) exam—with this official Microsoft study guide. Work at your own pace...

536 Puzzles and Curious Problems.
536 Puzzles and Curious Problems.
Henry Ernest Dudeney (the last name is pronounced with a long "u" and a strong accent on the first syllable, as in "scrutiny") was England's greatest maker of puzzles. With respect to mathematical puzzles, especially problems of more than trivial mathematical interest, the quantity and quality of his output surpassed that of any...
Keynote for iPad: Visual QuickStart Guide
Keynote for iPad: Visual QuickStart Guide

Welcome to Keynote for iPad: Visual QuickStart Guide. As the author of the first book about Keynote for Macintosh, I’m excited to also have the opportunity to write a book about the mobile version, Keynote for iPad.

I start the book with an overview of Keynote, move on to creating your first presentation, and...


Expert ASP.NET 2.0 Advanced Application Design
Expert ASP.NET 2.0 Advanced Application Design

Expert ASP.NET 2.0 Advanced Application Design will help you derive maximum performance and reliability from the distributed applications you create with ASP.NET 2.0.

The book first looks at some of the non-functional requirements that impact the design of a distributed application. It then relates them to the servers and...

Mathematics & Physics for Programmers (Game Development Series)
Mathematics & Physics for Programmers (Game Development Series)
Math and Physics for Programmers, Second Edition, is for many different people. If you thumb through the pages, you can gain a sense of the topics covered and the presentation of the material. The discussions of mathematics, physics, biology, and other topics are meant to help you understand how such topics can assist you as a...
Group Cell Architecture for Cooperative Communications (SpringerBriefs in Computer Science)
Group Cell Architecture for Cooperative Communications (SpringerBriefs in Computer Science)

Driven by the increasing demand for capacity and Quality of Service in wireless cellular networks and motivated by the distributed antenna system, the authors proposed a cooperative communication architecture? Group Cell architecture, which was initially brought forward in 2001. Years later, Coordinated Multiple-Point Transmission and...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy