tia_open_source_mlops_e2e: A bit of an opinionated setup to support reproducibility and shared development.

This repo follows Alex Kim's O'Reilly: Open Source MLOps in 4 Weeks course.

Pre-requisites

1. Docker Desktop. (Make account if needed, install locally.)
2. VSCode. (Install locally.)
3. Install VSCode extensions. (Links provided, but search within VSCode's Extension search.)
   • Docker
   • Dev Containers
   • DVC
4. Clone/fork this repository
5. Copy data from the original repository from instructor.

Subsequent startups

1. Open in VSCode, and re-open in the devcontainer.