← MLOps Foundations — Topic Course
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Reproducibility & Experiment Tracking
Seeds, configs, artifacts, and registries that keep teams sane.
Cheatsheet — MLOps Basics
| Artifact | Version |
|---|---|
| Code | git SHA |
| Data | hash / snapshot id |
| Model | registry version |
| Config | logged hyperparameters |
No silent train-on-prod without review.