6
Module 6
Production Best Practices
Engineering discipline and team practices for sustainable ML systems
📚3 Lessons
💻View on GitHubLessons
1
Model Versioning & Governance
55 minTrack, version, audit, and document ML models systematically
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2
Incident Response for ML Systems
60 minHandle production failures gracefully with runbooks and postmortems
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3
ML Documentation & Knowledge Transfer
45 minModel cards, datasheets, and knowledge transfer practices
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