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Evaluation and benchmarking

Evaluation and benchmarking

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

Ensemble probabilistic forecasting at ECMWF

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)

The Deterministic AI Forecasting Systems (AIFS-Single)

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

Beyond Morpheus - navigating the new EWC Services

Format: Videos
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

Introduction to the Earth AI model

Joel Oskarsson introduces the interactive AI Earth model explorer where he explains the architecture and how to find...
Neural Networks for Deep Learning

Neural Networks for Deep Learning

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

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

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

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

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

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

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

An Introduction to Machine Learning in Weather and Climate Science

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