# Deep Learning on AWS November 19 2020

Welcome to the AWS Deep Learning on AWS class. This will be used as supporting material that you can take with you.

### Links

Title | Link
--- | ---
Class Material|https://hackmd.io/@asimjalis/S1M7ekcnW
Neural Network Zoo|https://www.asimovinstitute.org/neural-network-zoo/
ConvNet Demo|https://cs.stanford.edu/people/karpathy/convnetjs/demo/cifar10.html
ConvNet History|https://youtu.be/hd_KFJ5ktUc?list=PLkt2uSq6rBVctENoVBg1TpCC7OQi31AlC&t=3458CIFAR Site|https://www.cs.toronto.edu/~kriz/cifar.html
Dendritic Computation|https://neurophysics.ucsd.edu/courses/physics_171/annurev.neuro.28.061604.135703.pdf
Stochastic Gradient Descent|https://www.youtube.com/watch?v=vMh0zPT0tLI
Gluon Crash Course|https://www.youtube.com/watch?v=r4-Ynxw0X5w&list=PLkEvNnRk8uVmVKRDgznk3o3LxmjFRaW7s
SageMaker Workshop|https://www.sagemakerworkshop.com/introduction/