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In 2018, The European Space Agency (ESA) organized a series of 6 lectures on Machine Learning at the European Space Operations Centre (ESOC). This repository contains the lectures resources: presentations, notebooks and links to the videos (presentation and hands-on).

The topics covered are:

  1. Machine Learning Introduction
  2. Linear Regression and Support Vector Machines
  3. Decision Trees and Random Forests
  4. Neural Networks and Deep Learning
  5. Unsupervised Learning
  6. Text Mining