Mastering Predictive Analytics with R

Table of Contents

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