Course Outline List of Papers Sign Up for paper presentation Slides Introduction Remote video URL View "Ali Ghodsi, Lec [1,1]: Deep Learning, Introduction" on YouTube Introduction, Motivation slides Perceptron, Feedforward Neural Network, Back propagation Remote video URL View "Ali Ghodsi, Lec [1,2]: Deep Learning, Perceptron, Backpropagation" on YouTube Introduction, Motivation slides Regularization Remote video URL View "Ali Ghodsi, Lec [2,1]: Deep Learning, Regularization" on YouTube Regularization Slides Regularization Remote video URL View "Ali Ghodsi, Lec [2,2]: Deep Learning, Regularization" on YouTube Regularization Slides Word2vec (Part 1) Remote video URL View "Ali Ghodsi, Lec [3,1]: Deep Learning, Word2vec" on YouTube Word2vec slides Word2vec (Part 2) Remote video URL View "Ali Ghodsi, Lec [3,2]: Deep Learning, Word2vec" on YouTube Word2vec slides Sum-Product Networks Remote video URL View "Lec [4,1]: Deep Learning, Sum-Product Networks" on YouTube SPN slides Sum-Product Networks Remote video URL View "Lec [4,2]: Deep Learning, Sum-Product Networks" on YouTube SPN slides Recurrent neural network Remote video URL View "Ali Ghodsi, Lec [5.1]: Deep Learning, Recurrent neural network" on YouTube RNN Slides Recurrent neural network Remote video URL View "Ali Ghodsi, Lec [5.2]: Deep Learning, Recurrent neural network" on YouTube RNN Slides Convolutional network Remote video URL View "Ali Ghodsi, Lec [6], Deep Learning: convolutional network" on YouTube CNN Slides Restricted Boltzmann Machine (RBM) Remote video URL View "Ali Ghodsi, Lec [7], Deep Learning , Restricted Boltzmann Machines (RBMs)" on YouTube RBM Slides Theano Remote video URL View "Deep Learning, Theano Short Tutorial" on YouTube ipython 1 , ipython 2, ipython 3 Keras Remote video URL View "Deep Learning: Keras Short Tutorial" on YouTube Keras Slides
Course Outline List of Papers Sign Up for paper presentation Slides Introduction Remote video URL View "Ali Ghodsi, Lec [1,1]: Deep Learning, Introduction" on YouTube Introduction, Motivation slides Perceptron, Feedforward Neural Network, Back propagation Remote video URL View "Ali Ghodsi, Lec [1,2]: Deep Learning, Perceptron, Backpropagation" on YouTube Introduction, Motivation slides Regularization Remote video URL View "Ali Ghodsi, Lec [2,1]: Deep Learning, Regularization" on YouTube Regularization Slides Regularization Remote video URL View "Ali Ghodsi, Lec [2,2]: Deep Learning, Regularization" on YouTube Regularization Slides Word2vec (Part 1) Remote video URL View "Ali Ghodsi, Lec [3,1]: Deep Learning, Word2vec" on YouTube Word2vec slides Word2vec (Part 2) Remote video URL View "Ali Ghodsi, Lec [3,2]: Deep Learning, Word2vec" on YouTube Word2vec slides Sum-Product Networks Remote video URL View "Lec [4,1]: Deep Learning, Sum-Product Networks" on YouTube SPN slides Sum-Product Networks Remote video URL View "Lec [4,2]: Deep Learning, Sum-Product Networks" on YouTube SPN slides Recurrent neural network Remote video URL View "Ali Ghodsi, Lec [5.1]: Deep Learning, Recurrent neural network" on YouTube RNN Slides Recurrent neural network Remote video URL View "Ali Ghodsi, Lec [5.2]: Deep Learning, Recurrent neural network" on YouTube RNN Slides Convolutional network Remote video URL View "Ali Ghodsi, Lec [6], Deep Learning: convolutional network" on YouTube CNN Slides Restricted Boltzmann Machine (RBM) Remote video URL View "Ali Ghodsi, Lec [7], Deep Learning , Restricted Boltzmann Machines (RBMs)" on YouTube RBM Slides Theano Remote video URL View "Deep Learning, Theano Short Tutorial" on YouTube ipython 1 , ipython 2, ipython 3 Keras Remote video URL View "Deep Learning: Keras Short Tutorial" on YouTube Keras Slides