Mastering Predictive Analytics with R. Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts - Helion

ebook
Autor: Rui Miguel Forte, Rui Miguel ForteTytuł oryginału: Mastering Predictive Analytics with R. Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts
ISBN: 9781783982813
stron: 414, Format: ebook
Data wydania: 2015-06-17
Księgarnia: Helion
Cena książki: 159,00 zł
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Spis treści
Mastering Predictive Analytics with R. Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts eBook -- spis treści
- 1. Gearing Up for Predictive Modeling
- 2. Linear Regression
- 3. Logistic Regression
- 4. Neural Networks
- 5. Support Vector Machines
- 6. Ensemble Methods
- 7. Tree-Based Methods
- 8. Graphical Models
- 9. Time Series Forecasting
- 10. Topic Modeling
- 11. Recommendation Systems