Training

Showing 1 - 12 of 13 results

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...

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...

Machine Learning for Earth Systems Modelling - Course 3

Format: Interactive modules (eLearning)

Published: May 15, 2026

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

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...

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...

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...

An Introduction to Machine Learning in Weather and Climate Science

Format: Videos

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

Published: April 7, 2026

Peer Nowack, Professor for Artificial Intelligence in Climate and Environmental Sciences at Karlsruhe Institute of...

Past

Training course: Machine learning and Destination Earth

Event: 23 February, 2026 - 27 February, 2026 | ECMWF

Tags: Machine learning

This five-day course focuses on machine learning (ML) for numerical weather prediction (NWP) and earth system modelling...