12-16 July 2021
Institute of Space Sciences
Europe/Madrid timezone
4th Institute of Space Sciences Summer School

Programme Overview

- 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
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