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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



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Jupyter Notebook (154,418
Learning (76,220
Machine Learning (37,132
Deep Learning (36,513
Neural Network (15,509
Slides (13,503
Presentation (10,265
Pca (2,054
Linear Regression (1,684
Decision Trees (1,419
Random Forest (1,241
Anomaly Detection (1,028
Text Mining (920
Topic Modeling (577
Tf Idf (562
Support Vector Machines (509
Lecture (193
Lecture Material (37
Lecture Slides (23
Lecture Videos (12