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Template Repository

To accommodate new users on AI Platform's Traditional AI/ML journey, we maintain a template repository containing example scripts and workflows to interact with AI Platform.

  • The repo contains code for performing many of the most common tasks associated with Azure Machine Learning (Azure ML), such as model training and deployment.
  • While the assets and code executed in Azure ML are written in Python, the workflow itself is orchestrated using public GitHub Actions.
  • There's also plenty of examples of workflows for automating model deployment with GitHub Actions.
  • Most of the model operation features are implemented using the MLflow framework, an open-source framework for managing the machine learning lifecycle, natively supported by Azure ML.