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Fall 2015 STAT 946: Deep Learning

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Deep Learning, Theano Short Tutorial

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Deep Learning Student Presentation

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Ali Ghodsi, Lec [7], Deep Learning , Restricted Boltzmann Machines (RBMs)

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Ali Ghodsi, Lec [6], Deep Learning: convolutional network

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Ali Ghodsi, Lec [5.2]: Deep Learning, Recurrent neural network

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Ali Ghodsi, Lec [5.1]: Deep Learning, Recurrent neural network

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Lec [4,2]: Deep Learning, Sum-Product Networks

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Lec [4,1]: Deep Learning, Sum-Product Networks

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Ali Ghodsi, Lec 11: Hard margin Support Vector Machine (svm)

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Ali Ghodsi, Lec [3,2]: Deep Learning, Word2vec

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Ali Ghodsi, Lec [3,1]: Deep Learning, Word2vec

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Ali Ghodsi, Lec [2,2]: Deep Learning, Regularization

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Ali Ghodsi, Lec [2,1]: Deep Learning, Regularization

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Ali Ghodsi, Lec [1,1]: Deep Learning, Introduction

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Ali Ghodsi, Lec [1,2]: Deep Learning, Perceptron, Backpropagation

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