Book Content
chapters • 13h20m total length
1. Business Understanding - The Road toActionable Insights
2. Linear Regression – The Blocking and Tackling of Machine Learning
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
