How about the textbook http://www.deeplearningbook.org/ http://www.deeplearningbook.org/. It introduces you to some of the underlying principles which haven't

How about the textbook http://www.deeplearningbook.org/ http://www.deeplearningbook.org/. It introduces you to some of the underlying principles which haven't changed much over time. I highly recommend it if you want to get deeper intuitions on the principles of CNN, LSTM/RNN, Restricted Boltzmann Machines etc. Also, Hinton's Coursera lectures, though not sure if you can access it anymore.