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In this webinar, a brief introduction of Deep Learning will be given. We will talk about the relevant computer resources and software that are available on SHARCNET. Demo of the most popular deep learning/machine learning tools (Google Tensorflow, Nvidia DIGITS, Caffe, Theano, etc) will be shown on SHARCNET machines. We will also discuss some common issues related to the choice of GPUs/CPUs, file system and networking.