Modeling Techniques in Predictive Analytics

Download or Read eBook Modeling Techniques in Predictive Analytics PDF written by Thomas W. Miller and published by Pearson Education. This book was released on 2015 with total page 376 pages. Available in PDF, EPUB and Kindle.
Modeling Techniques in Predictive Analytics
Author :
Publisher : Pearson Education
Total Pages : 376
Release :
ISBN-10 : 9780133886016
ISBN-13 : 0133886018
Rating : 4/5 (16 Downloads)

Book Synopsis Modeling Techniques in Predictive Analytics by : Thomas W. Miller

Book excerpt: Now fully updated, this uniquely accessible book will help you use predictive analytics to solve real business problems and drive real competitive advantage. If you're new to the discipline, it will give you the strong foundation you need to get accurate, actionable results. If you're already a modeler, programmer, or manager, it will teach you crucial skills you don't yet have. This guide illuminates the discipline through realistic vignettes and intuitive data visualizations-not complex math. Thomas W. Miller, leader of Northwestern University's pioneering program in predictive analytics, guides you through defining problems, identifying data, crafting and optimizing models, writing effective R code, interpreting results, and more. Every chapter focuses on one of today's key applications for predictive analytics, delivering skills and knowledge to put models to work-and maximize their value. Reflecting extensive student and instructor feedback, this edition adds five classroom-tested case studies, updates all code for new versions of R, explains code behavior more clearly and completely, and covers modern data science methods even more effectively.


Modeling Techniques in Predictive Analytics Related Books

Modeling Techniques in Predictive Analytics
Language: en
Pages: 376
Authors: Thomas W. Miller
Categories: Business & Economics
Type: BOOK - Published: 2015 - Publisher: Pearson Education

DOWNLOAD EBOOK

Now fully updated, this uniquely accessible book will help you use predictive analytics to solve real business problems and drive real competitive advantage. If
Marketing Data Science
Language: en
Pages: 812
Authors: Thomas W. Miller
Categories: Business & Economics
Type: BOOK - Published: 2015-05-02 - Publisher: FT Press

DOWNLOAD EBOOK

Now, a leader of Northwestern University's prestigious analytics program presents a fully-integrated treatment of both the business and academic elements of mar
Web and Network Data Science
Language: en
Pages: 370
Authors: Thomas W. Miller
Categories: Business & Economics
Type: BOOK - Published: 2015 - Publisher: Pearson Education

DOWNLOAD EBOOK

Master modern web and network data modeling: both theory and applications. In Web and Network Data Science, a top faculty member of Northwestern University's pr
Applied Predictive Modeling
Language: en
Pages: 595
Authors: Max Kuhn
Categories: Medical
Type: BOOK - Published: 2013-05-17 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundatio
Statistical and Machine-Learning Data Mining:
Language: en
Pages: 690
Authors: Bruce Ratner
Categories: Computers
Type: BOOK - Published: 2017-07-12 - Publisher: CRC Press

DOWNLOAD EBOOK

Interest in predictive analytics of big data has grown exponentially in the four years since the publication of Statistical and Machine-Learning Data Mining: Te