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

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

Rui Miguel Forte, Rui Miguel Forte

Ebook
  • 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
  • Tytuł: Mastering Predictive Analytics with R. Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts
  • Autor: Rui Miguel Forte, Rui Miguel Forte
  • Tytuł 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, 9781783982813
  • Data wydania: 2015-06-17
  • Format: Ebook
  • Identyfikator pozycji: e_3cps
  • Wydawca: Packt Publishing