Machine Learning Operations (MLOps): Getting Started - Français

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Machine Learning Operations (MLOps): Getting Started - Français

Coursera · Beginner ·📐 ML Fundamentals ·3mo ago

Key Takeaways

Deploys, evaluates, monitors, and exploits ML systems in production using MLOps tools and best practices on Google Cloud

Original Description

Ce cours présente les outils et les bonnes pratiques MLOps pour déployer, évaluer, surveiller et exploiter des systèmes de ML en production sur Google Cloud. Le MLOps est une discipline axée sur le déploiement, le test, la surveillance et l'automatisation des systèmes de ML en production. Les ingénieurs en machine learning utilisent des outils pour améliorer et évaluer en permanence les modèles déployés. Ils collaborent avec des data scientists (ou peuvent occuper ce poste) qui développent des modèles permettant de déployer de manière rapide et rigoureuse les solutions de machine learning les plus performantes.
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