Deep Neural Networks ( Misha Bilenko, Alexey Kamenev, Ye Xing)
Cortana Analytics Workshop September 1011, 2015 This talk will provide an overview of deep learning, a powerful family of models and algorithms that construct meaningful representations from lowlevel features, yielding stateoftheart 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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