massOfai

MLOps

Business & Strategy

DevOps for machine learning

What is MLOps?

Practices for deploying, monitoring, and maintaining ML models in production. Includes versioning, monitoring, retraining.

Real-World Examples

  • Model deployment pipelines
  • Monitoring model drift
  • A/B testing models
  • Automated retraining

When to Use This

Essential for production ML systems