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Upcoming

Training course: Data assimilation & Machine Learning

Event: 11 January, 2027 - 15 January, 2027 | ECMWF

Tags: Machine learning

This 5-day training course focuses on describing Data Assimilation (DA) methods and general aspects of assimilating...

Upcoming

Training course: Machine Learning-based weather forecasting

Event: 16 November, 2026 - 20 November, 2026 | ECMWF

Tags: Machine learning

This five-day training offers a deep dive into Earth system forecasting using state-of-the-art deep learning approaches...

Upcoming

Online course: ML for Earth Systems Modelling - Applications and Future Directions

Event: 05 October, 2026 - 04 December, 2026 | Online

Tags: Machine learning

Discover how machine learning is being applied to real-world Earth system challenges and explore emerging approaches...

Discover Anemoi 2026 1: Introduction and Datasets

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction, Discover Anemoi: Webinar Series

Published: August 6, 2026

In this Webinar, Ana Prieto Nemesio and Harrison Cook, introduce Anemoi from a dataset to a working model, what...

End-to-End Observation-Based ML forecasting podcast

Format: Podcast

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction

Published: July 24, 2026

In this podcast observation-based ML is discussed. From its methods and architecture to challenges and opportunities of...

Tutorial on comparing CARRA and ERA5 2m temperature data

Format: notebook

Published: July 16, 2026

Explore and compare CARRA and ERA5 near-surface air temperature reanalysis data using Python and CDS API workflows.

Discover Anemoi 2026 3: Training and Inference

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction, Discover Anemoi: Webinar Series

Published: July 9, 2026

In this webinar, Ana Priesto Nemesio and Harrison Cook go in depth how Anemoi is used to train models. They discuss...

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...

Past

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

Event: 03 July, 2026 - 03 July, 2026 | 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...

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...

Discover Anemoi 2026 2: Graphs and models

Format: Videos

Playlist: Machine Learning for Earth Systems Modelling: Architectures, Data, and Prediction, Discover Anemoi: Webinar Series

Published: June 24, 2026

In this webinar Ana Priesto Nemesio and Mario Santa Cruz explain data transformations used for graphical models and its...