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Actualités IA
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Webinar NVIDIA
Publié le 1 juillet 2025
Join NVIDIA experts and leading European model builders on July 8 at 10:00 a.m. CEST for a live webinar on building, evaluating, and scaling multilingual large language models (LLMs). Learn how to expand LLM capabilities in runtime and enrich models with new knowledge across languages and cultural contexts. And discover how NVIDIA is collaborating with European organizations to develop improved datasets and multilingual models—recently announced at GTC Paris.
Workshops NVIDIA DLI (Deep Learning Institute)
Method Deep Learning - orienté sur le domaine de la prévision MTO (WF)
Publié le 25 avril 2025
Free DLI course: https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-31+V1
This course explores the possibilities offered by state-of-the-art AI weather prediction models and teaches how to integrate them into custom workflows.
Main Goals:
- Learn the fundamentals of AI weather simulation and understand the difference between AI-based and numerical weather prediction.
- Gain hands-on experience running AI weather simulations with Earth2Studio for weather forecasting, historical analyses, and downscaling.
- Get familiar with the individual parts of a weather inference pipeline: Data sources, perturbation, forecast and diagnostic models, and IO handling.
- Validate the skill and calibration of weather forecasts with metrics commonly applied to deterministic and ensemble weather forecasts.
- Build a custom AI weather model inference pipeline, using the example of coupling a global forecast model with a regional downscaling model.
- Combine AI-generated weather data with downstream applications, following examples related to energy demand and production forecasts.