Training

Showing 13 - 24 of 139 results

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

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

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

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

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

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...

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 ...

European Weather Cloud (EWC): Identity and Access Management (IAM) and OpenStack Horizon

Format: Videos

Playlist: European Weather Cloud (EWC)

Published: May 4, 2026

This webinar introduces the EWC Identity and Access Management (IAM), the service that will be used for authentication...