Understanding the Predictive Analytics Lifecycle:
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 ban...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Somerset
Wiley
2014
|
| Edition: | 1st ed |
| Series: | Wiley and SAS Business Series
|
| Subjects: | |
| Summary: | 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 |
| Item Description: | Description based on publisher supplied metadata and other sources |
| Physical Description: | 1 online resource (240 pages) |
| ISBN: | 9781118938935 9781118867105 |
Staff View
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| language | English |
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| spelling | Cordoba, Alberto Verfasser aut Understanding the Predictive Analytics Lifecycle 1st ed Somerset Wiley 2014 © 2014 1 online resource (240 pages) txt rdacontent c rdamedia cr rdacarrier Wiley and SAS Business Series Description based on publisher supplied metadata and other sources 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 Mathematisches Modell Business planning Decision making -- Statistical methods Forecasting -- Mathematical models Erscheint auch als Druck-Ausgabe Cordoba, Alberto Understanding the Predictive Analytics Lifecycle |
| spellingShingle | Cordoba, Alberto Understanding the Predictive Analytics Lifecycle Mathematisches Modell Business planning Decision making -- Statistical methods Forecasting -- Mathematical models |
| title | Understanding the Predictive Analytics Lifecycle |
| title_auth | Understanding the Predictive Analytics Lifecycle |
| title_exact_search | Understanding the Predictive Analytics Lifecycle |
| title_full | Understanding the Predictive Analytics Lifecycle |
| title_fullStr | Understanding the Predictive Analytics Lifecycle |
| title_full_unstemmed | Understanding the Predictive Analytics Lifecycle |
| title_short | Understanding the Predictive Analytics Lifecycle |
| title_sort | understanding the predictive analytics lifecycle |
| topic | Mathematisches Modell Business planning Decision making -- Statistical methods Forecasting -- Mathematical models |
| topic_facet | Mathematisches Modell Business planning Decision making -- Statistical methods Forecasting -- Mathematical models |
| work_keys_str_mv | AT cordobaalberto understandingthepredictiveanalyticslifecycle |