Earth Observation - Advanced – Politecnico di Milano

• Slides available on the Beep Platform

Argomenti del programma: Topics of the course are: 1. Introduction to Machine Learning for EO and geospatial data 2. Support Vector Machines 3. Decision Trees 4. Bagging and boosting 5. Random forests 6. Artificial Neural Networks 7. Convolutional Neural Networks 8. U-Net 9. Transer learning 10. Hyper parameter tuning 11. Change detection analysis in Earth Observation 12.