This is an advanced (close to PhD level) class on fundamentals of Machine Learning. We will closely follow two textbooks:
- T. Hastie, R. Tibshirani and J. Friedman, "The Elements of Statistical Learning: Data Mining, Inference, and Prediction" (Springer, 2009)
- G. James, D. Witten, T. Hastie an...