A Guide to Deep Learning by YerevaNN

There are many books and courses on PGMs in general. Here we present how these models are applied in the context of deep learning. Hugo Larochelle's course describes a few famous models, while the book Deep Learning devotes four chapters (16-19) to the theory and describes more than a dozen models in the last chapter. These topics require a lot of mathematics.