Module 10: MLOps
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What you need first
- Prefect flows (Module 5 lesson 1), the data contract and DVC (Module 5 lesson 3), MLflow runs (Module 6 lesson 1), CI basics (Module 2 lesson 2) and the scoring service with
prepare(Module 9). The lab's Step 1 rebuilds Modules 1 to 9. - No model calls and no keys. The workflow files are written here, not run.
- If you already run a model registry with gates, canaries and triggered retraining, go to the lab.