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

via Microsoft Learn

Overview

Module 1: 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
Module 2: Learn to secure Azure AI services.
After completing this module, you will know how to:
- Consider authentication for Azure AI services
- Manage network security for Azure AI services
Module 3: 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