Fundamentals of machine learning for predictive data analytics
| Permalink: | http://skupni.nsk.hr/Record/fer.KOHA-OAI-FER:47339/TOC |
|---|---|
| Glavni autor: | Kelleher, John D., 1974- (-) |
| Ostali autori: | Mac Namee, Brian, 1978- (-), D'Arcy, Aoife, 1978- |
| Vrsta građe: | Knjiga |
| Jezik: | eng |
| Impresum: |
London :
MIT Press,
2015.
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| Predmet: |
Sadržaj:
- Machine learning for predictive data analytics
- Data to insights to decisions
- Data exploration
- Information-based learning
- Similarity-based learning
- Probability-based learning
- Error-based learning
- Evaluation
- Case study : customer churn
- Case study : galaxy classification
- The art of machine learning for predictive data analytics.