In collaboration with researcher and teacher Ephraim Wegner, a term course entitled “Interaktive Medienanwendungen” is being taught at Offenburg University. This course introduces both classical and state of the art machine learning techniques to students from computer science and media design. The focus lies on the application of such models for audiovisual analysis and synthesis. The course runs from October 2021 to February 2022.