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What are the ways to get authorized access to mlflow through Azure Active Directory?

  • MLflow can integrate with Azure AD OAuth 2.0 for authentication.
  • The steps to get authorized access include generating a Client Secret and assigning API Permissions.
  • MLflow can also use Managed Identity for seamless authentication when running on Azure VMs, AKS, or App Service.
  • If using MLflow Python client or Azure Machine Learning, authentication can be done using Azure AD tokens.

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