/mlops-demo

Demo how to set up MLOps with KFP and GCP

Primary LanguageJupyter Notebook

mlops-demo

Demo how to set up MLOps with KFP and GCP. It shows:

  • how to organize code in the repository
  • how to build container-based KFP components
  • how use the components in a KFP pipeline
  • how to create unit and integration tests for the components
  • how to create a Cloud Build script to implemnt CI/CD