/wandb-cicd

Following along with https://www.wandb.courses/courses/take/ci-cd-for-machine-learning/

Primary LanguageJupyter Notebook

CI/CD for Machine Learning (GitOps)

This repo contains code accompanying W&B CI/CD for Machine Learning (GitOps) course. You can sign up for free here.

What you'll learn in the course

  • Automate ML pipelines with GitHub Actions
  • Automate testing for your ML code
  • Implement branch protection rules
  • Integrate Github API in your actions
  • Integrate W&B API and programmatic reports into ML workflows
  • Promote models to the registry with W&B