Showing 13 - 24 of 64 results
Discover Anemoi: Webinar Series Past

Discover Anemoi: Webinar Series

Event: - | Online
Tags: Machine learning
This three-part webinar series will introduce you to Anemoi, an open-source software framework developed by ECMWF and...
Introduction to the Earth AI model

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...
Online course: ML for Earth Systems Modelling - Architectures, data, and prediction Past

Online course: ML for Earth Systems Modelling - Architectures, data, and prediction

Event: - | Online
Tags: Machine learning
This online course explores the technical foundations of machine learning (ML) for weather and climate prediction within...
Making ERA5 Machine Learning ready

Making ERA5 Machine Learning ready

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Harrison Cook takes you along the ERA5 data and explains how to make it a ML ready, using an ERA5 inspired notebook...
Attention and sequence modelling

Attention and sequence modelling

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Matthias Karlbauer introduces Transformer neural network, from the architecture to its use in society and for climate...
Generative modelling of atmospheric fields

Generative modelling of atmospheric fields

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Sophie Xhonneux introduces deep generative models, covering core concepts and two key approaches and why they matter for...
Neural Networks for Deep Learning

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...
Self supervised representation learning

Self supervised representation learning

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Christian Lessig, Team lead for ML modelling at ECMWF, unpacks self-supervised learning exploring why it has become...
Graph Neural Networks

Graph Neural Networks

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Mario Santa Cruz explains the core principals of Graph Neural Networks (GNN), the different kinds of GNNs and its...
Convolutional Neural Networks for Gridded Data

Convolutional Neural Networks for Gridded Data

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Maria Luisa Taccari introduces convolutional neural networks, explaining why they are more efficient than standard...
How Machine Learning Is Reshaping Earth-System Prediction

How Machine Learning Is Reshaping Earth-System Prediction

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Peter Dueben, Head of Earth System Modelling at ECMWF, explores how machine learning is revolutionising weather and...
MOOC - Understanding of Neural network training and hyperparameter tuning

MOOC - Understanding of Neural network training and hyperparameter tuning

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: May 29, 2026
Jesper Dramsch will cover a final important aspect in Machine learning, training the models and hyperparameter tuning to...