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

  • Learning Path
  • 3 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

Get started with Azure

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Modules in this learning path

Secure Azure OpenAI authentication and authorization

Learn why you should use managed identity for Azure OpenAI authentication and how you can configure role based access controls to minimize necessary permissions

Secure Azure AI services

Securing Azure AI services can help prevent data loss and privacy violations for user data that may be a part of the solution.

Introduction to Azure Machine Learning authentication and authorization

Overview to managing Azure Machine Learning authentication and authorization