This paper consists of a collection of (mostly) pen-and-paper exercises in machine learning. The exercises are on the following topics: linear algebra, optimization, directed graphical models, ...
Once upon a time, university lectures were accompanied by the sound of pens scribbling on paper. But if you go into a lecture ...