Xiph.Org's educational videos present the technical foundations of modern digital media as increasingly detailed installments. One community member described the first episode as “a Uni[versity] lecture I never got[,] but really wanted”.

https://wiki.xiph.org/Videos

Information Theory, Inference, and Learning Algorithms
http://www.inference.phy.cam.ac.uk/itila/book.html