Teaching

Courses

Hands-on introduction to machine learning for biomedical data

This is a UNIL Faculty of Biology and Medicine doctoral school inverted classroom course, given twice a year. Gitlab with all notebooks (Python). Course details and registration. Double-dipping demo (Matlab).

Master Student Projects

We always have interesting Master research projects on machine learning, statistics, and deep learning. These are easy to arrange if you are at EPFL or UNIL, and we’ll find a way if you’re not – please reach out.

Workshops & summer schools

Summer School on Graphical models for the characterisation of information flow in complex networks

INPG/INRIA/CNRS GMINeuro summer school – educational code for baseline brain graph classification (Matlab).