Machine Learning

This course aims to provide an overview of machine learning techniques and their applications in the space field.

Course plan

Introduction to machine learning

Classification

Ensemble methods - Random forests

Regression

Regularization

ML Ops: Machine Learning Operations

Clustering

Neural networks

Natural Language Processing - Word embedding

Adversarial attacks

Project: Classifying galaxies, quasars, and stars with machine learning