Kubeflow at CERN | AI Model Challenges, Pipelines & Scoring at KubeCon 2025
Автор: Luca Berton
Загружено: 2025-05-27
Просмотров: 95
Описание:
Live from KubeCon Europe 2025 in London, this hands-on demo shows how CERN is using Kubeflow to build scalable, automated machine learning challenge platforms. In this walkthrough, we see how participants submit models, evaluate results, and get scored on a real-time leaderboard using Kubeflow Pipelines — all running inside Kubernetes.
From model training to evaluation and challenge scoring, this video is a powerful example of how Kubeflow enables a seamless MLOps experience for both admins and participants in scientific and enterprise AI environments.
🎯 What You’ll Learn:
Kubeflow pipeline for ML challenges
How CERN leverages Kubernetes for ML workloads
Submitting models, generating predictions, and scoring results
Full ML lifecycle from data prep to leaderboard
Reproducibility and transparency in AI challenges
📍 Event: KubeCon + CloudNativeCon Europe 2025
📍 Location: London
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