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Level · 30 daysSoon

30 Days of MLOps in Production

The full lifecycle — packaging, CI/CD, monitoring, and retraining — for models that survive contact with prod.

Coming soon. Here’s the planned curriculum. Meanwhile, 7 Days of ML is live and runnable right now.
  1. Module 1Package & version models
  2. Module 2Serve behind an API
  3. Module 3CI/CD for ML
  4. Module 4Monitoring & drift
  5. Module 5Automated retraining
  6. Module 6Cost & scaling