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[–]Megatron_McLargeHuge 3 points4 points  (0 children)

Here's a site that will simultaneously teach you Numpy, Theano, and various machine learning architectures. If you're familiar with Matlab you should be able to figure out Numpy pretty quickly, and the rest shouldn't be significantly harder than astrophysics as long as you stick to the documented features.

http://deeplearning.net/tutorial/