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AI & MLOPS – MODEL INDUSTRIALIZATION
Category
INFORMATION TECHNOLOGY
Subcategory
Artificial Intelligence
Code
IA022
Training Objectives
Master the deployment, industrialization and maintenance of AI models in cloud and containerized environments.
Training Program
1. MLOps fundamentals & model lifecycle
2. Data versioning & experiment tracking (MLflow, DVC)
3. Containerization with Docker & Kubernetes orchestration
4. Model deployment & serving (API, cloud, serverless)
5. Monitoring, drift detection & automatic retraining
6. Project
