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portada Applying Predictive Analytics: Finding Value in Data
Type
Physical Book
Author
Publisher
Language
English
Pages
274
Format
Paperback
Dimensions
23.4 x 15.6 x 1.5 cm
Weight
0.41 kg.
ISBN13
9783030830724
Edition No.
0002
Categories

Applying Predictive Analytics: Finding Value in Data

Richard V. McCarthy (Author) · Mary M. McCarthy (Author) · Wendy Ceccucci (Author) · Springer · Paperback

Applying Predictive Analytics: Finding Value in Data - McCarthy, Richard V. ; McCarthy, Mary M. ; Ceccucci, Wendy

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Synopsis "Applying Predictive Analytics: Finding Value in Data "

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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