Add ML systems content to Module 15 (MLOps) - 80% implementation

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- Added ProductionMLOpsProfiler class with complete MLOps workflow
- Implemented model versioning and lineage tracking
- Added continuous training pipelines and feature drift detection
- Included deployment orchestration with canary and blue-green patterns
- Added production incident response and recovery procedures
- Added comprehensive ML systems thinking questions

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This commit is contained in:

Vijay Janapa Reddi

2025-09-15 23:53:09 -04:00

parent 9b3c4958e7

commit e550c605fd

1 changed files with 1210 additions and 30 deletions

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modules/source/15_mlops/mlops_dev.py

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