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.

Machine Learning Operations (MLOps): Getting Started - Français

Machine Learning Operations (MLOps): Getting Started - Français

Instructor: Google Cloud Training
Access provided by Mojatu Foundation
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
3 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Identifier et utiliser les principales technologies nécessaires à des pratiques MLOps efficaces
Adopter les bonnes pratiques de CI/CD pour les systèmes de ML
Configurer et provisionner des architectures Google Cloud pour profiter d'environnements MLOps fiables et efficaces
Implémenter des workflows d'entraînement et d'inférence fiables et reproductibles
Skills you'll gain
Tools you'll learn
Details to know

Shareable certificate
Add to your LinkedIn profile
Assessments
2 assignments
Taught in French
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There are 4 modules in this course
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