A three day, hands-on, machine learning workshop in the Jülich Supercomputing Centre (JSC), in Germany, which I co-supervised. Attendees learned about the basics of machine learning, and extensively about SVMs, performing training, testing, cross-validation, and grid-search, on the Jureca Supercomputer.