Introduction to Deep Learning
I am currently teaching deep learning courses at several Dutch Universities. I am also leading a machine learning course at PRACE. The slides shared below are for educational purposes only.
- Basic concepts, fundamental ideas
- Multi-layer perceptron
- Convolutional neural networks
- Recurrent neural networks
- Variatonal autoencoder
- Reinforecement Learning
- Neural networks with physical inductive biases