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Microsoft

Manage Authentication, Authorization, and RBAC for AI workloads on Azure

Microsoft via Microsoft Learn

Overview

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  • Learn how to secure Azure OpenAI in Microsoft Foundry by using Microsoft Entra ID authentication, managed identities, least-privilege Foundry RBAC roles, and local authentication controls.

    After completing this module, you'll be able to:

    • Compare key-based authentication with Microsoft Entra ID authentication for Azure OpenAI in Microsoft Foundry.
    • Describe how managed identities, service principals, and user credentials work with Microsoft Entra ID authentication.
    • Choose least-privilege Foundry RBAC roles for users, apps, and managed identities.
    • Explain when to disable local authentication after validating Microsoft Entra ID access.
  • Learn how to configure and manage Azure Machine Learning authentication and authorization.

    After completing this module, you'll be able to:

    • Set up authentication for Azure Machine Learning resources and workflows
    • Manage access to Azure Machine Learning workspaces
    • Set up authentication between Azure Machine Learning and other services

Syllabus

  • Secure authentication and authorization for Azure OpenAI in Microsoft Foundry
    • Introduction
    • Authentication methods for Azure OpenAI in Microsoft Foundry
    • Configure RBAC for Azure OpenAI identities in Microsoft Foundry
    • Module assessment
    • Summary
  • Introduction to Azure Machine Learning authentication and authorization
    • Introduction
    • Authentication for Azure Machine Learning workspaces
    • Manage access to Azure Machine Learning
    • Authentication between Azure Machine Learning and other Azure services
    • Module assessment
    • Summary

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