- Lectures
- Machine Learning Overview
- Introduction to Deep Learning
- Convolutional Neural Networks
- Fully connected Neural Networks
- Advance Deep Learning
- Unsupervised Representation
- Natural Language Processing
- Graph Neural Networks
- Generative models
- Applications in astronomy
- Applications outside astronomy
- Hands-on
- Introduction to ML
- Neural network and backpropagation from scratch with Numpy
- Image classification
