Description: Applying Predictive Analytics : Finding Value in Data, Hardcover by McCarthy, Richard V.; Mccarthy, Mary M.; Ceccucci, Wendy, ISBN 3030830691, ISBN-13 9783030830694, Brand New, Free shipping in the US
The new edition of this textbook presents a practical, updated approach to predictive analytics for classroom learning. The authors focus on using analytics to solve business problems and compares several different modeling techniques, all explained from examples using the SAS Enterprise Miner software. The authors demystify complex algorithms to show how they can be utilized and explained within the context of enhancing business opportunities. Each chapter includes an opening vignette that provides real-life examples of how business analytics have been used in various aspects of organizations to solve issues or improve their results. A running case provides an example of a how to build and analyze a complex analytics model and utilize it to predict future outcomes. The new edition includes chapters on clusters and associations and text mining to support predictive models. An additional case is also included that can be used with each chapter or as a semester project.
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Edition: 2
Book Title: Applying Predictive Analytics : Finding Value in Data
Number of Pages: Xv, 274 Pages
Language: English
Publisher: Springer International Publishing A&G
Topic: Engineering (General), Intelligence (Ai) & Semantics, Telecommunications
Publication Year: 2021
Illustrator: Yes
Genre: Computers, Technology & Engineering
Item Weight: 21.4 Oz
Item Length: 9.3 in
Author: Mary M. Mccarthy, Richard V. Mccarthy, Wendy Ceccucci
Item Width: 6.1 in
Format: Hardcover