Production and MLOps Section 086

MLOps

Getting models out of your laptop and into the real world, reliably.

7 of 7 lessons published Three reading levels on every lesson

Start with “What is MLOps?”

Lessons in order

Work top to bottom. Each lesson assumes the one above it.

  1. What is MLOps?
  2. Experiment tracking
  3. MLflow
  4. Docker for ML
  5. Model serving
  6. Monitoring and model drift
  7. CI/CD for machine learning