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- Learn about DevOps for machine learning, machine learning operations, and MLOps.
In this module, you'll learn:
- Why DevOps is useful for machine learning projects.
- Which DevOps principles can be applied to machine learning projects.
- How to connect Azure DevOps and GitHub with Azure Machine Learning.
- Learn about source control for machine learning, machine learning operations, and MLOps.
- Trunk-based development with Git.
- How to work with Git in Azure Repos and GitHub.
- How to develop locally with Visual Studio Code.
- Learn about automation for machine learning, machine learning operations, and MLOps.
- How to use Azure Machine Learning pipelines.
- How to use Azure Pipelines and GitHub Actions to automate workflows.
- Learn about continuous development for machine learning, machine learning operations, and MLOps.
- How to set up environments for development and production.
- How to control deployments with approval gates.
