Showing 1 - 12 of 13 results
Introduction to AIFS ENS v1

Introduction to AIFS ENS v1

Format: Videos
On Tuesday 1 July 2025, the first version of the Artificial Intelligence Forecasting System (AIFS) Ensemble model will...
Introduction to AIFS Single v1

Introduction to AIFS Single v1

Format: Videos
On Tuesday 25 February 2025, a new version of the deterministic model of the Artificial Intelligence Forecasting System...
Discover Anemoi: Introduction to Anemoi

Discover Anemoi: Introduction to Anemoi

Format: Videos
Get started with Anemoi, ECMWF's open-source framework for machine learning weather forecasting. In this introductory...
Machine Learning for Operational Forecasters Webinar 3: Case Studies

Machine Learning for Operational Forecasters Webinar 3: Case Studies

This webinar presents a range of case studies comparing the AIFS Single v1 and AIFS ENS v1 models with ECMWF’s IFS and...
Machine Learning for Operational Forecasters Webinar 2: What you need to be aware of

Machine Learning for Operational Forecasters Webinar 2: What you need to be aware of

This webinar explores key considerations for operational forecasters when using forecasts produced by AIFS machine...
Machine Learning for Operational Forecasters Webinar 1: Discover Machine Learning Models

Machine Learning for Operational Forecasters Webinar 1: Discover Machine Learning Models

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

Discover Anemoi: Inference

Format: Videos
After successfully training a model and saving it to disk, we can run the model in inference mode and obtain predictions...
Discover Anemoi: Anemoi Training

Discover Anemoi: Anemoi Training

Format: Videos
Dive deep into the model training capabilities of Anemoi. This session covers the training of weather forecasting models...
Discover Anemoi: Anemoi Graphs

Discover Anemoi: Anemoi Graphs

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

Discover Anemoi: Anemoi Datasets

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

MLWC MOOC 1: Introduction to Machine Learning in Weather and Climate

Format: Interactive modules (eLearning)

Six modules introducing the main topics in machine learning in the context of weather and climate.

MLWC MOOC 2: Concepts of Machine Learning in Weather and Climate

Format: Interactive modules (eLearning)

Five modules covering decision trees, deep learning, uncertainty and generative models, and physics-guided approaches.