Graduate coursework for statistical machine learning. Both undergraduate level knowledge and further topics will be discussed.
The official courseworks referred include:
- HKU: STAT 3612 Statistical machine learning
- Columbia: STAT GR 5241 Statistical machine learning
- Columbia: STAT GR 5222 Nonparametric Statistics
- UCB: Advanced Topics in Statistical Learning (Link: https://www.stat.berkeley.edu/~ryantibs/statlearn-s24/)