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Training course: Machine Learning-based weather forecasting

Event: 16 November, 2026 - 20 November, 2026 | ECMWF

This five-day training offers a deep dive into Earth system forecasting using state-of-the-art deep learning approaches...

Upcoming

Panel: Towards Regional High-Resolution Weather Forecasting with Machine Learning

Event: 03 July, 2026 - 03 July, 2026 | Virtual

Tags: Machine learning

Outline ECMWF will host a live panel on 3 July 2026, under the Destination Earth (#DestinE) initiative of DG-CNECT at...

Evaluation and benchmarking

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction

Published: June 29, 2026

Sam Allen will go in depth in model evaluation statistics of models as well as a variety of methods used for...

Ensemble probabilistic forecasting at ECMWF

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction

Published: June 29, 2026

In this lecture, Simon Lang explains the benefits, risks and differences of using AIFS ensemble forecasts compared to...

The Deterministic AI Forecasting Systems (AIFS-Single)

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction

Published: June 24, 2026

In this lecture Gabriel Moldovan goes into more depth on the AIFS, from Architecture to its use cases. Gabriel shortly...

Beyond Morpheus - navigating the new EWC Services

Format: Videos

Playlist: European Weather Cloud (EWC)

Published: June 22, 2026

This webinar focuses on the transition away from Morpheus, which will be phased out at the end of 2026. Users are shown...

Introduction to the Earth AI model

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction

Published: June 8, 2026

Joel Oskarsson introduces the interactive AI Earth model explorer where he explains the architecture and how to find...

Upcoming

Online course: ML for Earth Systems Modelling - Architectures, data, and prediction

Event: 01 June, 2026 - 24 July, 2026 | Online

Tags: Machine learning

This online course explores the technical foundations of machine learning (ML) for weather and climate prediction within...

Neural Networks for Deep Learning

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction

Published: May 29, 2026

Mario Santa Cruz Lopez walks through the fundamentals of neural networks and deep learning — from neurons and layers to...

MOOC - Deep Dive into the Building Blocks of Modern Deep Learning

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction

Published: May 29, 2026

Jesper Dramsch will cover the most important building blocks in deep-learning, such as different types of neural...

Wrap up of the Machine Learning for Earth Systems Modelling: Foundations and New Frontiers course

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Foundations and New Frontiers

Published: April 20, 2026

William Becker, a data scientist working in developing training courses in machine learning at ECMWF provides a summary...

What we Might Expect Over the Next Decade for Machine Learning in Weather and Climate Modelling

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Foundations and New Frontiers

Published: April 7, 2026

This video is the recording of the webinar on the evolving role of machine learning (ML) and artificial intelligence (AI...