This four-day course focuses on machine learning for numerical weather prediction (NWP). This will include: An overview on the use of machine learning in Earth Sciences Introduction into the most important machine learning methods that are relevant for Earth Sciences. Introduction into software and hardware frameworks at ECMWF to facilitate the use of machine learning. Examples for the use of specific machine learning tools across the weather and climate prediction workflow and how they can b...