Mastering Machine Learning with R

Table of Contents

1. Business Understanding - The Road toActionable Insights
2. Linear Regression
3. Logistic Regression and Discriminant Analysis
4. Multivariate Regression part 2 ? AdvancedFeature Selection
5. Classification ? Taking it to the Next Level
6. Classification & Regression Trees
7. Unsupervised Techniques ? PrincipalComponents
8. Unsupervised Techniques ? Clustering
9. Text Analysis
10. Social Media Mining
11. Advanced Applications
12. Text Mining
13. Appendix B: Getting R on the Cloud