ISBN 9788126550388,Applied Predictive Analytics : Principles and Techniques for the Professional Data Analyst

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

Author:

Dean Abbott

Rs799

Publisher

Wiley India Pvt Ltd

Publication Year 2014
ISBN-13

ISBN 9788126550388

ISBN-10 8126550384
Binding

Paperback

Number of Pages 962 Pages
Language (English)
Subject

Computer programming

Predictive Analytics is what unlocks the meaning in Big Data. Businesses need to know how to use predictive analytics techniques to compete in the Big Data age. This book, written by one of the leading experts on predictive analytics, shows business and data analysts how to predict business outcomes using sophisticated techniques that mine Big Data. Overview of Predictive Analytics Setting Up the Problem Data Understanding Data Preparation Itemsets and Association Rules Descriptive Modeling Interpreting Descriptive Models Predictive Modeling Assessing Predictive Models Model Ensembles Text Mining Model Deployment Case Studies
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