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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...

Towards Regional High-Resolution Weather Forecasting with Machine Learning

Format: Videos

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

Published: July 9, 2026

Drawing on real-world experience with tools like Anemoi, ERA5, AIFS, and the Forecast-in-a-Box framework, the panel...

Past

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...

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...

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...

Past

Panel Discussion: The Future of Earth-System Modelling in the Era of Artificial Intelligence

Event: 31 March, 2026 - 31 March, 2026 | Virtual

Tags: Machine learning

Outline ECMWF will host a webinar on 31 March 2026, under the Destination Earth (#DestinE) initiative of DG-CNECT at the...