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

  • Learning Path
  • 2 Modules

At a glance

Cloud Administrators are responsible for securing identity and RBAC for AI workloads on Azure. This learning path is designed to teach you Azure's robust identity capabilities. Through these comprehensive modules, you'll explore how to secure authentication and authorization and safeguard AI services. Equip yourself with the knowledge to confidently implement security best practices and protect your AI-driven solutions.

Prerequisites

  • Experience navigating the Azure portal
  • Familiarity with Microsoft Entra ID concepts like RBAC
  • Basic AI knowledge and familiarity with AI services on Azure

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Modules in this learning path

Secure authentication and authorization for Azure OpenAI in Microsoft Foundry

Learn how to compare key-based authentication with Microsoft Entra ID authentication for Azure OpenAI in Microsoft Foundry, use managed identities as Microsoft Entra credentials, assign least-privilege Foundry RBAC roles, and disable local authentication after migration when appropriate.

Introduction to Azure Machine Learning authentication and authorization

Overview to managing Azure Machine Learning authentication and authorization

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