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

Overview

Discover the essential skills to manage authentication, authorization, and role-based access control (RBAC) for AI workloads on Azure with this comprehensive course by Microsoft Learn.

• Module 1:

  Gain insight into security considerations for authenticating Azure OpenAI and assigning RBAC permissions to managed identities.

  Skills acquired upon completion:

  • Identify different authentication methods to Azure OpenAI.
  • Recognize the enhanced security of managed identities.
  • Select the appropriate RBAC role for Azure OpenAI managed identities.
• Module 2:

  Master securing Azure AI services.

  Skills acquired upon completion:

  • Evaluate authentication for Azure AI services.
  • Oversee network security for Azure AI services.
• Module 3:

  Learn to configure and manage authentication and authorization in Azure Machine Learning.

  Skills acquired upon completion:

  • Initiate authentication for Azure Machine Learning resources and processes.
  • Administer access to Azure Machine Learning workspaces.
  • Coordinate authentication between Azure Machine Learning and other services.

Leverage these modules to fortify your expertise in managing AI workloads securely on the Azure cloud platform.

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