Understanding the Predictive Analytics Lifecycle
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- Synopsis
- A high-level, informal look at the different stages of thepredictive analytics cycle Understanding the Predictive Analytics Lifecycle coverseach phase of the development of a predictive analytics initiative.Through the use of illuminating case studies across a range ofindustries that include banking, megaresorts, mobile operators,healthcare, manufacturing, and retail, the book successfullyillustrates each phase of the predictive analytics cycle to createa playbook for future projects.Predictive business analytics involves a wide variety of inputsthat include individuals' skills, technologies, tools, andprocesses. To create a successful analytics program or project togain forward-looking insight into making business decisions andactions, all of these factors must properly align. The book focuseson developing new insights and understanding business performancebased on extensive use of data, statistical and quantitativeanalysis, explanatory and predictive modeling, and fact-basedmanagement as input for human decisions. The book includes:An overview of all relevant phases: design, prepare, explore,model, communicate, and measureCoverage of the stages of the predictive analytics cycle acrossdifferent industries and countriesA chapter dedicated to each of the phases of the development ofa predictive initiativeA comprehensive overview of the entire analytic processlifecycleIf you're an executive looking to understand the predictiveanalytics lifecycle, this is a must-read resource and referenceguide.
- Copyright:
- 2014
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9781118938928
- Related ISBNs:
- 9781118867105
- Publisher:
- Wiley
- Date of Addition:
- 04/27/15
- Copyrighted By:
- Alberto Cordoba
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Business and Finance
- Submitted By:
- N/A
- Usage Restrictions:
- This is a copyrighted book.