The following videos are excerpts from the course "Machine Learning I" which was taught at the Technical University of Munich. Before the account that was used for teaching was deleted, thus precipitating the re-upload of these videos to youtube, the videos had thousands of views. Furthermore, feedback from students was very positive concerning these specific videos.

Linear Regression

Linear Classification


Short Lecture on Artificial Neurons vs Real Neurons