Applied Predictive Analytics

Applied Predictive Analytics

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.


Author
Publisher John Wiley & Sons
Release Date
ISBN 111872769X
Pages 456 pages
Rating 4/5 (90 users)

More Books:

Applied Predictive Analytics
Language: en
Pages: 456
Authors: Dean Abbott
Categories: Computers
Type: BOOK - Published: 2014-03-31 - Publisher: John Wiley & Sons

Learn the art and science of predictive analytics — techniques that get results Predictive analytics is what translates big data into meaningful, usable busin
Applying Predictive Analytics
Language: en
Pages: 274
Authors: Richard V. McCarthy
Categories: Technology & Engineering
Type: BOOK - Published: 2022-01-01 - Publisher: Springer Nature

The new edition of this textbook presents a practical, updated approach to predictive analytics for classroom learning. The authors focus on using analytics to
Applying Predictive Analytics Within the Service Sector
Language: en
Pages: 294
Authors: Sahu, Rajendra
Categories: Business & Economics
Type: BOOK - Published: 2017-02-07 - Publisher: IGI Global

Value creation is a prime concern for any contemporary business. This can be accomplished through the incorporation of various techniques and processes, such as
Applying Predictive Analytics
Language: en
Pages: 274
Authors: Richard V. McCarthy
Categories: Technology & Engineering
Type: BOOK - Published: 2021-12-23 - Publisher: Springer

The new edition of this textbook presents a practical, updated approach to predictive analytics for classroom learning. The authors focus on using analytics to
Predictive Analytics For Dummies
Language: en
Pages: 371
Authors: Anasse Bari
Categories: Business & Economics
Type: BOOK - Published: 2014-03-06 - Publisher: John Wiley & Sons

Combine business sense, statistics, and computers in a new and intuitive way, thanks to Big Data Predictive analytics is a branch of data mining that helps pred
Applying Business Intelligence Initiatives in Healthcare and Organizational Settings
Language: en
Pages: 384
Authors: Miah, Shah J.
Categories: Business & Economics
Type: BOOK - Published: 2018-07-13 - Publisher: IGI Global

Data analysis is an important part of modern business administration, as efficient compilation of information allows managers and business leaders to make the b
Applied Predictive Modeling
Language: en
Pages: 93
Authors: Steven Taylor
Categories: Science
Type: BOOK - Published: 2020-07-14 - Publisher: Steven Taylor

Applied Predictive Modeling Predictive modeling uses statistics in order to predict outcomes. However, predictive modeling can be applied to future and to any o
Applying Predictive Analytics
Language: en
Pages: 205
Authors: Richard V. McCarthy
Categories: Technology & Engineering
Type: BOOK - Published: 2019-03-12 - Publisher: Springer

This textbook presents a practical approach to predictive analytics for classroom learning. It focuses on using analytics to solve business problems and compare
Data Mining and Predictive Analytics
Language: en
Pages: 826
Authors: Daniel T. Larose
Categories: Computers
Type: BOOK - Published: 2015-03-16 - Publisher: John Wiley & Sons

Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and mo
Applied Predictive Modeling
Language: en
Pages: 600
Authors: Max Kuhn
Categories: Medical
Type: BOOK - Published: 2018-03-30 - Publisher: Springer

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundatio