Big data, data mining and machine learning value creation for business leaders and practitioners
"An expert guide to high performance computing architectures and how they relate to analytics and data miningWith the exponential growth of data comes an ever-increasing need to process and analyze so-called Big Data. High Performance Data Mining and Big Data Analytics provides a comprehensive...
| Otros Autores: | |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley and Sons, Inc
[2014]
|
| Colección: | Wiley ebooks.
Wiley and SAS Business Series. |
| Acceso en línea: | Conectar con la versión electrónica |
| Ver en Universidad de Navarra: | https://innopac.unav.es/record=b46123416*spi |
Tabla de Contenidos:
- 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.
