Big data, data mining and machine learning : value creation for business leaders and practitioners / Jared Dean.
Uniform Title: | Wiley and SAS business series.
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Main Author: | |
Language: | English |
Published: |
Hoboken, New Jersey :
John Wiley and Sons, Inc.,
[2014]
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Series: | Wiley and SAS business series.
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Subjects: | |
Online Access: | |
Physical Description: | 1 online resource. |
Format: | Electronic eBook |
Contents:
- Hardware
- Distributed systems
- Analytical tools
- Predictive modeling
- Common predictive modeling techniques
- Segmentation
- Incremental response modeling
- Time series date mining
- Recommendation systems
- Text analytics
- Case study of a large U.S.-based financial services company
- Case study of a major health care provider
- Case study of a technology manufacturer
- Case study of online brand management
- Case study of mobile application recommendations
- Case study of a high-tech product manufacturer
- Looking to the future.