Lectures Nov 2016

Lecture 1

Introduction to Deep Learning and Neural Networks

Lecture 2

Learning with Neural Networks

Lecture 3

Deeper into Deep Learning and Optimizations

Lecture 4

Convolutional Neural Networks for Computer Vision

Lecture 5

Understanding Convnets Visually and Intuitively

Lecture 6

Structured Prediction with ConvNets

Lecture 7

Language Models and Word Embeddings (C. Monz)

Lecture 8

Recurrent Neural Networks

Lecture 9

Unsupervised, Generative and Adversarial Networks

Lecture 10

Invited presentations

Lecture 11

Memory Networks for Language Understanding

Lecture 12

Student presentations #1

Lecture 13

Student presentations #2

Lecture 14

Exotic Deep Learning