Practical Deployment

Model Versioning

Tracking different versions of models to enable reproducibility and rollback.

This concept is essential for understanding practical deployment and forms a key part of modern AI systems.

  • MLOps
  • Version Control
  • Model Registry

Tags

practical-deployment mlops version-control model-registry

Related Terms

MLOps

Practices for deploying, monitoring, and maintaining machine learning models in production, combining ML and DevOps principles.

Model Registry

A centralized repository for tracking, versioning, and managing trained models.

Added: November 18, 2025

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