Showing 1 - 12 of 84 results
Training course: Data assimilation & Machine Learning Upcoming

Training course: Data assimilation & Machine Learning

Event: - | ECMWF
Tags: Machine learning
This 5-day training course focuses on describing Data Assimilation (DA) methods and general aspects of assimilating...
Training course: Machine Learning-based weather forecasting Upcoming

Training course: Machine Learning-based weather forecasting

Event: - | ECMWF
Tags: Machine learning
This five-day training offers a deep dive into Earth system forecasting using state-of-the-art deep learning approaches...
Towards Regional High-Resolution Weather Forecasting with Machine Learning

Towards Regional High-Resolution Weather Forecasting with Machine Learning

Format: Videos
Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction
Published: July 9, 2026
Drawing on real-world experience with tools like Anemoi, ERA5, AIFS, and the Forecast-in-a-Box framework, the panel...
Panel: Towards Regional High-Resolution Weather Forecasting with Machine Learning Past

Panel: Towards Regional High-Resolution Weather Forecasting with Machine Learning

Event: - | Virtual
Tags: Machine learning
Outline ECMWF will host a live panel on 3 July 2026, under the Destination Earth (#DestinE) initiative of DG-CNECT at...
Ensemble probabilistic forecasting at ECMWF

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)

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...
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 Upcoming

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

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

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 ...