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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 about the security considerations for different ways of authenticating to Azure OpenAI and how to assign role based access control permissions to managed identities

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

    • Describe different methods of authenticating to Azure OpenAI
    • Understand why managed identities are a more secure option
    • Be able to choose an appropriate RBAC role for your Azure OpenAI managed identity
  • 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 Azure OpenAI authentication and authorization
    • Introduction
    • Methods of authentication supported by Azure OpenAI
    • Configuring RBAC for Azure OpenAI identities
    • 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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