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1:15:14
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Soheil Feizi
Lecture 1 - Deep Learning Foundations: review of basic DL models and optimization solvers
Course overview, ERM, basic DL models (Multi-Layer Perceptron and Convolutional Neural Networks), gradient descent, stochastic gradient descent, Momentum Course webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/
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