Formation MLOps
3
jours de formation
100%
Financable CPF
4.8/5
Satisfaction
1 990EUR
Tarif formation
A propos de cette formation
Deploiement et industrialisation des modeles ML. CI/CD, monitoring, scalabilite en production.
Niveau: Avance | Duree: 3 jours (21h) | Format: Presentiel ou distanciel
Programme detaille
Module 1: Architecture
Pipelines ML, versioning modeles, reproductibilite
Module 2: Deploiement
Docker, Kubernetes, APIs REST, serverless
Module 3: CI/CD ML
MLflow, DVC, GitHub Actions, tests automatises
Module 4: Monitoring
Drift detection, logging, alerting, retraining
Outils et technologies
MLflow Docker Kubernetes AWS/GCP GitHub Actions
Questions frequentes
Prerequis ?
Experience ML et bases DevOps recommandees.
Cloud ?
On couvre AWS et GCP. Azure sur demande.
Pour qui ?
ML Engineers, Data Scientists seniors, DevOps.