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Author Abbott, Dean, author.

Title Applied Predictive Analytics : Principles and Techniques for the Professional Data Analyst / Dean Abbott.

Publication Info. Indianapolis, Indiana : John Wiley & Sons, 2014.


Location Call No. OPAC Message Status
 Axe Books 24x7 IT E-Book  Electronic Book    ---  Available
Description 1 online resource (453 pages) : illustrations
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Note Includes index.
Print version record.
Contents Overview of predictive analysis -- Setting up the problem -- Data understanding -- Data preparation -- Item sets and association rules -- Descriptive modeling -- Interpreting descriptive models -- Predictive modeling -- Assessing predictive models -- Model ensembles -- Text mining -- Model deployment -- Case studies.
Summary 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 ...
Subject Business -- Data processing.
Business planning -- Data processing.
Business -- Computer programs.
COMPUTERS -- General.
Business -- Computer programs. (OCoLC)fst00842283
Business -- Data processing. (OCoLC)fst00842293
Business planning -- Data processing. (OCoLC)fst00842824
Genre/Form Electronic book.
Electronic books.
Other Form: Print version: Abbott, Dean. Applied predictive analytics : principles and techniques for the professional data analyst. Indianapolis, Indiana : John Wiley & Sons, 2014 xxiv, 427 pages 9781118727966
ISBN 9781118727935 (e-book)
1118727932 (e-book)
9781118727690 (ebook)
111872769X (ebook)
Standard No. CHNEW 000699477
CHNEW 000699478
CHVBK 331880717
DEBBG BV042989562
DEBBG BV043608564
DEBSZ 443428654
NZ1 15591175

Available items only