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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...

MOOC - Overview of ML Architectures in Weather and Climate

Format: Videos

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

Published: May 29, 2026

In this video Jesper highlights five important architectural networks useful for weather and climate models and their...

MOOC - Introduction to deep learning

Format: Videos

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

Published: May 29, 2026

Jesper Dramsch will give a brief introduction to deep learning neural networks and why it is an important technology for...

Tree Models

Format: Videos

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

Published: May 29, 2026

William Becker from ECMWF will describe tree-based Machine learning models, an approach type that is not based on neural...

Machine Learning for Earth Systems Modelling - Course 3

Format: Interactive modules (eLearning)

Published: May 15, 2026

Applications and Future Directions Online training course 3Cutting edge applications of ML in weather and climate science ...

Trust, Transparency, and the Changing Skill of Forecasting in the Age of AI

Format: Podcast

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

Published: April 24, 2026

Stefanie Holborn is head of the observation, modelling, and verification centre at Deutscher Wetterdienst (DWD), and...

Predictability for AI based Earth System Models

Format: Podcast

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

Published: April 24, 2026

Tobias Seiz is a researcher on atmospheric predictability on KIT. In this podcast, he introduces the concept of...

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...

The Future of Earth-System Modeling in the Era of Artificial Intelligence - panel discussion

Format: Videos

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

Published: April 20, 2026

This video is the recording of the panel discussion on 'The Future of Earth-System Modeling in the Era of Artificial...

Machine Learning for Earth Systems Modelling - Course 2

Format: Interactive modules (eLearning)

Published: April 7, 2026

Architectures, Data, and Prediction Online training course 2ML workflows from theory to practice 01 June 20...

The Use of AI in Destination Earth

Format: Videos

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

Published: April 7, 2026

Matthew Chantry, Strategic Lead for Machine Learning at ECMWF, introduces the Anemoi framework – an open-source, end-to...

Machine Learning in Earth System Modelling - Overview and Evolution

Format: Videos

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

Published: April 7, 2026

Machine Learning in Earth System Modelling - Overview and Evolution