The following are links to YouTube playlists with video lectures recorded at B-IT.

• lectures on game AI (recorded during summer term 2014)
• lectures on image processing 1 (recorded during winter term 2014/15)
• lectures on image processing 2 (recorded during summer term 2015)
• lectures on pattern recognition (recorded during winter term 2015/16)

The following are links to YouTube videos that visualize the inner workings of machine learning algorithms.

• k-means clustering, Lloyd’s algorithm
• k-means clustering, the effect of different initializations
• k-means clustering, Hartigan’s algorithm
• online k-means clustering, MacQueen’s algorithm
• soft k-means clustering
• self-organizing map (grid topology)
• self-organizing map (ring topology)
• growing neural gas