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Challenge 3: Use GitHub Actions with Azure Machine Learning for MLOps

Get started with GitHub Actions to train a model on Azure Machine Learning.

GitHub Actions uses a workflow YAML (.yml) file in the /.github/workflows/ path in your repository. This definition contains the various steps and parameters that make up the workflow. These steps include data preparation, model training, testing and scoring. Please take some time to get familiar with this as well.

A similar tutorial based on Azure DevOps can be found here.

Prerequisites

For this challenge we will fork an additional repository to make using GitHub Actions easier. Please navigate here and follow the instructions. You will be redirected back to this training afterwards.