Lecture Schedule


A general lecture schedule is provided below. A more detailed lecture plan for each week will be uploaded via Sunlearn, listing the topics per week, the lecture recordings to listen to, the corresponding slides and chapters to read.

Week Date Topic
1 9 - 13 Aug Topic 0: Data Exploration
2 16 - 20 Aug Topic 1: Introduction to Machine Learning
Topic 3: Similarity-based Learning
3 23 - 27 Aug Topic 2: Information-based Learning
4 30 Aug - 3 Sep Topic 4: Reinforcement Learning
5 6 -10 Sep Topic 4: Reinforcement Learning
6 13 - 17 Sep Topic 7: Error-based Learning
7 27 Sep - 1 Oct Topic 7: Error-based Learning
8 4 - 8 Oct Topic 7: Error-based Learning
9 11 - 15 Oct Topic 5: Kernel-based Learning
10 18 - 22 Oct Topic 8: Unsupervised Learning
11 25 - 29 Oct Topic 9: Ensemble Learning
12 1 - 5 Nov Topic 10: Online Learning