First year PhD, machine learning notes

These are notes I have taken on classical machine learning methods and techniques.

• Basics of statistical learning

• Probabilistic graphical models - edit

For the notes on probabilistic graphical models I used the book:

Probabilistic Graphical Models: Principles and Techniques by Daphne Koller and Nir Friedman.