2018-MachineLearning-Lectures-ESA
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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:
- Machine Learning Introduction
- Linear Regression and Support Vector Machines
- Decision Trees and Random Forests
- Neural Networks and Deep Learning
- presentation: video slides
- hands-on: video notebook
- bonus: Introduction to GANs
- Unsupervised Learning
- Text Mining
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