Exercise Sheets

1Exercise 1: ML Basics

2Exercise 1: ML Basics - Solution

3Exercise 2: Supervised Regression

4Exercise 2: Supervised Regression - Solution

5Exercise 3: Supervised Classification I

6Exercise 3: Supervised Classification I - Solution

7Exercise 4: Supervised Classification II

8Exercise 4: Supervised Classification II - Solution

9Exercise 5: Performance Evaluation I

10Exercise 5: Performance Evaluation I - Solution

11Exercise 6: Performance Evaluation II

12Exercise 6: Performance Evaluation II - Solution

13Exercise 7: CART

14Exercise 7: CART - Solution

15Exercise 8: Random Forests

16Exercise 8: Random Forests - Solution

17Exercise 9: Tuning and Resampling

18Exercise 9: Tuning and Resampling - Solution