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This talk will provide an overview of deep learning, a powerful family of models and algorithms that construct meaningful representations from low-level features, yielding state-of-the-art performance for many prediction tasks in vision and speech. Following a refresher of machine learning and neural network basics, we will go through a series of fun yet instructive demonstrations of deep learning on vision tasks, and showcase how it can be used in Cortana Analytics.
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