NYU Deep Learning
Study Group
Channel: #nyu-deep-learning
Co-leads:
Ahmad - @Ahmad Anis on Discord, @AhmadMustafaAn1 on Twitter
Ahmad - @Ahmad Bin Shafiq on Discord, @ahmadbinshafiq on Twitter
Join the NYU Deep Learning Study Group as they discuss a course taught by Yann LeCun and Alfredo Canziani - https://atcold.github.io/pytorch-Deep-Learning/.
This course concerns the latest techniques in deep learning and representation learning, focusing on supervised and unsupervised deep learning, embedding methods, metric learning, convolutional and recurrent nets, with applications to computer vision, natural language understanding, and speech recognition.
Recordings of Recent Sessions
Week 2
Introduction to Gradient Descent and Backpropagation Algorithm
Computing gradients for NN modules and Practical tricks for Back Propagation
Week 1
History, Motivation, Evolution of Deep Learning + some Linear Algebra (Transformations/Projections) with Python/PyTorch.