Introduction to Deep Learning (CMU)

Active Deadlines and Bulletin Assignment Deadline Description Links HW3P1 Early Submission: 14 March, 11:59 PM EST Final Submission: 28 March, 11:59 PM EST RNNs, GRUs, and Search Piazza HW3P2 Early Submission: 14 March, 11:59 PM EST Final Submission: 28 March, 11:59 PM EST Utterance to Phoneme Mapping Piazza HW2P1 Bonus Final Submission: Friday, April 25, 11:59 PM ET Dropout2d, BatchNorm2d and ResNet Autolab HW2P1 Autograd Final Submission: Friday, April 25, 11:59 PM ET Applying Autograd to Convolutional Networks Autolab HW1P1 Bonus Final Submission: Friday, Apr 25 11:59 PM ET Adam, AdamW Optimizers and Dropout Autolab Piazza HW1P1 Autograd Final Submission: Friday, Apr 25 11:59 PM ET Automatic Differentiation Engine Autolab Piazza Most Important Piazza Post Project Gallery The Course “Deep Learning” systems, typified by deep neural networks, are increasingly taking over all the AI tasks, ranging from language understanding, speech and image recognition, to machine trans ... Read full article.