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Must read books and papers for introduction to deep learning? What are the necessary skills to learn?
Mathematical knowledge: probability and statistics, calculus, convex optimization.

Computer skills: linux+Tensorflow or Caffe+C++ or Matlab+ neural network toolbox.

Recommend the following book:

Write more code, visit forums and read blog posts. There are many related courses online.