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Abbott, Dean

Applied Predictive Analytics: Principles and Techniques for the Professional Data Analyst

Abbott, Dean - Applied Predictive Analytics: Principles and Techniques for the Professional Data Analyst, ebook

49,60€

Ebook, PDF with Adobe DRM
ISBN: 9781118727935
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Learn the art and science of predictive analytics — techniques that get results

Predictive analytics is what translates big data into meaningful, usable business information. Written by a leading expert in the field, this guide examines the science of the underlying algorithms as well as the principles and best practices that govern the art of predictive analytics. It clearly explains the theory behind predictive analytics, teaches the methods, principles, and techniques for conducting predictive analytics projects, and offers tips and tricks that are essential for successful predictive modeling. Hands-on examples and case studies are included.

  • The ability to successfully apply predictive analytics enables businesses to effectively interpret big data; essential for competition today
  • This guide teaches not only the principles of predictive analytics, but also how to apply them to achieve real, pragmatic solutions
  • Explains methods, principles, and techniques for conducting predictive analytics projects from start to finish
  • Illustrates each technique with hands-on examples and includes as series of in-depth case studies that apply predictive analytics to common business scenarios
  • A companion website provides all the data sets used to generate the examples as well as a free trial version of software

Applied Predictive Analytics arms data and business analysts and business managers with the tools they need to interpret and capitalize on big data.

Keywords: Database & Data Warehousing Technologies, Apredictive analytics, analyzing business data, leveraging big data, how to use big data, big data for business, big data analytics, business intelligence, big data business analytics, big data uses, business data analytics, business analytics big data, Applied Predictive Analytics: Principles and Techniques for the Professional Data Analyst, Dean Abbott, decision trees, primary algorithms, C5, CART, CHAID, Gini vs. Entropy vs. chi-square tests

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2014
Language
en
Edition
1
Page amount
456 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781118727935
Printed ISBN
9781118727966

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