Trigger Azure Machine Learning jobs with GitHub Actions
Learn how to automate your machine learning workflows by using GitHub Actions.
Learning objectives
In this module, you'll learn how to:
- Create and assign a service principal the permissions needed to run an Azure Machine Learning job.
- Store Azure credentials securely using secrets in GitHub Secrets.
- Create a GitHub Action using YAML that uses the stored Azure credentials to run an Azure Machine Learning job.
Prerequisites
- Programming experience with Python or R
- Experience developing and training machine learning models
- Familiarity with basic Azure Machine Learning concepts