Lectures

Lecture 1

Introduction to Deep Learning

Lecture 2

Modular Learning

Lecture 2a

SURFSara presentation

Lecture 3

Deep Learning Optimizations

Lecture 4

Convolutional Neural Networks

Lecture 5

Modern Convnets

Lecture 6

Recurrent & Graph NNs

Lecture 7

Generative Adversarial Networks

Lecture 8

Deep Generative Models
  

Lecture 9

Deep Sampling &
Stochastic Gradients

Lecture 10

Bayesian Deep Learning
  

Lecture 11

Advanced Generative Models
  

Lecture 12

Deep Reinforcement Learning