CI/CD for Machine Learning

Continuous Integration (CI) and Continuous Deployment (CD) form the backbone of modern DevOps. With this in mind, we’ve put together a guide to CI/CD for Machine Learning, together with a template repository to get you started.

We cover:

  • How to structure a ML pipeline project.
  • The CICD workflow.
  • How to configure a CICD pipeline - an example using CircleCI.
  • Continuous Delivery for Machine Learning, with Bodywork.

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