Name: Training course: Machine learning for weather prediction
Start: 2025-10-27T08:30:00+00:00
End: 2025-10-31T18:00:00+00:00
Location: ECMWF

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Anemoi 1: Datasets and Inference

Anemoi 2: Graphs and Models

Anemoi 3: Training

Convolutional Neural Networks

Course wrap-up, final discussion and Q&A session

Data Handling and Infrastructure

Data-Driven Weather Forecasts

Decision Trees and Random Forests

Deep Generative Models

Graph Neural Networks

Hands on: Anemoi

Hands on: Anemoi Profiling

Hands on: Debugging ML Models

Hands on: Explainable AI with AIFS

Hands on: Run the AIFS

Hands-on: Anemoi

Hands-on: Graph Neural Networks

Hands-on: ML Basics with Neural Networks

Machine Learning Foundations

ML Evaluation and Data Leakage

Neural Networks and Deep Learning

Overview/Motivation

Registration opens

Self-supervised Learning

Transformers

Welcome and course general information

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27/10/2025

28/10/2025

29/10/2025

30/10/2025

31/10/2025

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Training course: Machine learning for weather prediction

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