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mlops-azure's Introduction

mlops-azure

Collection of scripts to implement MLOps using Azure Machine Learning.

01-01-architecture


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  • The production code is hosted in the main branch.
  • A data scientist creates a feature branch for model development.
  • The data scientist creates a pull request to propose to push changes to the main branch.
  • When a pull request is created, a GitHub Actions workflow is triggered to verify the code.
  • When the code passes linting and unit testing, the lead data scientist needs to approve the proposed changes.
  • After the lead data scientist approves the changes, the pull request is merged, and the main branch is updated accordingly.

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