mlops/README.md
2024-02-20 20:09:32 -08:00

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Right now this is just a scratchpad. I'm converting my messy ML lab environment to something with better MLOps standards

Broadly, the goals are:

  • Local dev environment that's as similar as possible to production
  • A managed Jupyter Lab environment for experimentation
  • Do something sensible with features and feature extraction
  • A good mockup of an operationalized model
  • CI/CD pipeline with local access to test/verification

Requirements