This four-day course focuses on machine learning (ML) for numerical weather prediction (NWP) and earth system modelling, in the context of the Destination Earth programme. Destination Earth (DestinE) is an EU-funded initiative to develop digital twins of the Earth to better model and understand climate change and extreme weather. It is jointly implemented by ECMWF, EUMETSAT and the European Space Agency. AI and ML are increasingly playing a central role in DestinE, and are being used to build...