Teaching

Machine Learning for Economics

Boston College · Fall 2024

Syllabus (PDF)

Lecture notes

1. 1 Introduction
2. 2 Linear Regression I
3. 3 Linear Regression II
4. 4 Linear Regression III
5. 5 Classification I
6. 6 Classification II
7. 7 Classification III
8. 8 Resampling Methods I
9. 9 Resampling Methods II
10. 10 Resampling Methods III
11. 11 Feature Selection I
12. 12 Feature Selection II
13. 13 Feature Selection III
14. 14 Decision Trees