Lectures slides on Deep Learning, Gilles Louppe ([email protected])
These materials (in one form or the other) were given as part of:
- INFO8004 - Advanced Machine Learning, ULiège, Spring 2018.
- SMATM130 - Deep Learning, UNamur, Spring 2018.
- 1st EWSB Spring School, Maratea, Italy, Spring 2018.
The content of these lectures is under development.
- Lecture 1: Fundamentals of machine learning
- Lecture 2: Neural networks
- Lecture 3: Convolutional networks
- Lecture 4: Adversarial attacks and defenses
- Lecture 5: Variational auto-encoders
- Lecture 6: Generative adversarial networks