These are the notes for the course. They are self contained. Let us know if you find any typos or you have any feedback about them!

Set theory

Probability 1

Probability 2

Probability 3

Statistics 1 (script to generate plots)

Statistics 2

Statistics 3

Statistics 4

Linear models 1

Linear models 2

Linear models 3

Optimization