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.