/notebooks-ci-showcase

Fully Configured Example of CI/CD For Notebooks On Top Of GCP

Primary LanguageJupyter Notebook

End-to-End MLOps Pipeline With GCP Vertex AI Workbench

This repository includes end-to-end pipeline for:

  • testing your notebooks
  • training your model
  • deploying to the prediction

The goal of this repository is to showcase what can be built using notebook-centric development practices, and we aim for it to be a reference implementation for those who want to develop similar systems on Google Cloud.