Tutorial: Deep Learning with Julia/Knet

Tutorial at Qatar Computing Research Institute, May 13, 2018. Thanks to Dr. Sanjay Chawla for the invitation.

• Introductory slides from JuliaCon 2017.
• MNIST notebook: Loading and visualizing the data.
• Linear notebook: Training, evaluating and visualizing a linear model.
• MLP notebook: Multi-layer perceptron, overfitting, regularization, dropout.
• CNN notebook: Convolutional networks.