ISBN:
9781118938928
,
1118938925
Language:
English
Pages:
1 online resource (1 v.)
,
ill.
Series Statement:
Wiley and SAS business series
Parallel Title:
Erscheint auch als
Keywords:
Decision making ; Statistical methods
;
Forecasting ; Mathematical models
;
Business planning
;
Electronic books
;
Electronic books ; local
Abstract:
A high-level, informal look at the different stages of the predictive analytics cycle Understanding the Predictive Analytics Lifecycle covers each phase of the development of a predictive analytics initiative. Through the use of illuminating case studies across a range of industries that include banking, megaresorts, mobile operators, healthcare, manufacturing, and retail, the book successfully illustrates each phase of the predictive analytics cycle to create a playbook for future projects. Predictive business analytics involves a wide variety of inputs that include individuals' skills, technologies, tools, and processes. To create a successful analytics program or project to gain forward-looking insight into making business decisions and actions, all of these factors must properly align. The book focuses on developing new insights and understanding business performance based on extensive use of data, statistical and quantitative analysis, explanatory and predictive modeling, and fact-based management as input for human decisions. The book includes: An overview of all relevant phases: design, prepare, explore, model, communicate, and measure Coverage of the stages of the predictive analytics cycle across different industries and countries A chapter dedicated to each of the phases of the development of a predictive initiative A comprehensive overview of the entire analytic process lifecycle If you're an executive looking to understand the predictive analytics lifecycle, this is a must-read resource and reference guide.
Note:
Includes bibliographical references and index. - Description based on print version record
URL:
https://learning.oreilly.com/library/view/-/9781118938928/?ar
