#MLOps

I have an ML lab environment at home that I'm converting to something with better MLOps standards

WORK IN PROGRESS

Insert tacky animated gif of a construction worker here

Goals

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

• docker
• https://github.com/NVIDIA/nvidia-container-toolkit