00:00 - Graphical Models introduction
12:36 - Directed Acyclic Graph and factorization of joint probability
23:17 - Example
The Machine Learning class was given by Prof. Fred Hamprecht at the HCI of Heidelberg University during the winter term 2019/2020.
Playlist with all videos: https://www.youtube.com/playlist?list=PLuRaSnb3n4kTOLHk3a2ySNujmjan_AcZ1
Prof Fred Hamprecht's website: https://hci.iwr.uni-heidelberg.de/people/fhamprec
Heidelberg University website: https://www.uni-heidelberg.de/