Statistical Machine Learning

Syllabus Schedule

Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Week 9 Week 10 Week 11 Week 12 Week 13 Week 14

Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 9 Week 10 Week 11 Week 12 Week 13

Assignment 1 Assignment 2 Assignment 3 Assignment 4 Assignment 5 Midterm Assignment 6 Assignment 7 Assignment 8 Assignment 9 Assignment 10

Readings - week 12

We will be talking about Decision trees, bagging, boosting and random forests . Please read chapter 8 in “An Introduction to Statistical Learning”.

Slides