Training

Showing 1 - 12 of 63 results

Format: Videos

Playlist: Discover Anemoi: Webinar Series

Dive deep into the model training capabilities of Anemoi. This session covers the training of weather forecasting models...

Format: Videos

Playlist: Discover Anemoi: Webinar Series

In this session, we introduce anemoi-graphs, the tool within the Anemoi environment for creating graphs, which serve as...

Format: Videos

Playlist: Discover Anemoi: Webinar Series

This webinar will introduce anemoi-datasets, which manages datasets for training data-driven weather models. We will...

Format: Videos

Playlist: ECMWF AIFS Updates

On Tuesday 1 July 2025, the first version of the Artificial Intelligence Forecasting System (AIFS) Ensemble model will...

Format: Videos

Playlist: ECMWF AIFS Updates

On Tuesday 25 February 2025, a new version of the deterministic model of the Artificial Intelligence Forecasting System...

Format: Videos

Playlist: Discover Anemoi: Webinar Series

Get started with Anemoi, ECMWF's open-source framework for machine learning weather forecasting. In this introductory...

Format: Videos

Playlist: Webinar Series: Machine Learning for operational forecasters

This webinar presents a range of case studies comparing the AIFS Single v1 and AIFS ENS v1 models with ECMWF’s IFS and...

Format: Videos

Playlist: Webinar Series: Machine Learning for operational forecasters

This webinar explores key considerations for operational forecasters when using forecasts produced by AIFS machine...

Format: Videos

Playlist: Webinar Series: Machine Learning for operational forecasters

This webinar briefly describes ECMWF's machine learning work and models - AIFS Single v1 and AIFS ENS v1. How to access...

Format: Videos

Playlist: Discover Anemoi: Webinar Series

After successfully training a model and saving it to disk, we can run the model in inference mode and obtain predictions...

Format: Jupyter notebooks

Analyse a heatwave with ERA5 data from the C3S Climate Data Store. Compare temperatures with climatology. Plot figures.

Format: Jupyter notebooks

View trends in air and sea surface temperatures in ERA5 data from the C3S Climate Data Store. Calculate and plot anomalies.