This site allows you to watch the videos and download the lecture note pdfs for the course “Machine Learning for Physicists”. That course was taught in the summer term 2017 by Florian Marquardt.

Please see the original course website for instructions of how to install python, theano, and keras, and for example python files! (Note: In the lectures, we only use keras functionality, so you can also install tensorflow instead of theano as the underlying framework – this is probably better, since theano will no longer be updated)