I find the lectures from Jeremy Howard [1] very helpful. He points out what seems to work and what doesn't and explains things very well. I'm up to lecture 4 an

I find the lectures from Jeremy Howard [1] very helpful. He points out what seems to work and what doesn't and explains things very well. I'm up to lecture 4 and enjoyed them all. I also like Andrej Karpathy's thorough explanation for backprop in his Lecture 4 cs231n video. The links to the videos are removed from the course page [2] for some reason, just google "cs231n video" and you will find the youtube links. The page on CNN is pretty good. [1] http://course.fast.ai/ http://course.fast.ai/ [2] http://cs231n.github.io/ http://cs231n.github.io/