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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...
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...
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...
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