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Introduction to Machine Learning for Earth Observation – A practical approach

This course is an introduction to Artificial Intelligence (AI), Machine Learning and Deep Learning applied to Earth observation data. The aim of the course is to provide an overview of machine learning potential for EUMETSAT data and the main machine learning techniques, with hands-on modules using real world data. The course is composed of different modules, addressing both theory and practical examples.

At the end of the course you will be able to:

  • understand how to address your problem using machine learning techniques
  • create you own workflow based on the templates provided in the course
  • find tools from the various existing libraries
  • appreciate the limitations of you knowledge and where to find expert knowledge.

Target audience: Undergraduate students

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