Big data, data mining, and machine learning : value creation for business leaders and practitioners
With big data analytics comes big insights into profitability Big data is big business. But having the data and the computational power to process it isn't nearly enough to produce meaningful results. Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitio...
Guardado en:
| Autor principal: | |
|---|---|
| Formato: | Livre numérique |
| Lenguaje: | Anglais |
| Publicado: |
Hoboken, New Jersey :
Wiley
2014.
Paris : Cyberlibris |
| Materias: | |
| Acceso en línea: | Accès Université d'Orléans et IFPM |
| Nota: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9781118920695.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Big data, data mining, and machine learning, value creation for business leaders and practitioners, Jared Dean, 2014, Hoboken, New Jersey, Wiley, 1 vol. (XIX-265 p.), Wiley & SAS business series, 111-861-804-1 |
Tabla de Contenidos:
- Part One The Computing Environment
- Part Two Turning Data into Business Value
- Part Three Success Stories of Putting It All Together
- Introduction
- Chapter 1 Hardware
- Chapter 2 Distributed Systems
- Chapter 3 Analytical Tools
- Chapter 4 Predictive Modeling
- Chapter 5 Common Predictive Modeling Techniques
- Chapter 6 Segmentation
- Chapter 7 Incremental Response Modeling
- Chapter 8 Time Series Data Mining
- Chapter 9 Recommendation Systems
- Chapter 10 Text Analytics
- Chapter 11 Case Study of a Large U.S. Based Financial Services Company
- Chapter 12 Case Study of a Major Health Care Provider
- Chapter 13 Case Study of a Technology Manufacturer
- Chapter 14 Case Study of Online Brand Management
- Chapter 15 Case Study of Mobile Application Recommendations
- Chapter 16 Case Study of a High Tech Product Manufacturer 229
- Chapter 17 Looking to the Future