Security and monitoring are critical aspects of managing Azure AI services. Azure offers a wide range of tools and services to help you monitor the performance and usage of your AI resources, manage and optimize costs, and secure your account keys. The native integration of Azure AI service with other Azure services, such as Azure Monitor, Azure Key Vault, and Azure Security Center, provides a comprehensive solution for managing and securing your AI resources.

Organizations need to monitor the performance and usage of their AI resources to ensure that they are operating efficiently and effectively. Key rotations and secure storage of account keys are essential to protect your AI resources from unauthorized access.

In this hands-on lab, you will learn how to secure and monitor Azure AI services using the Azure portal.

Learning objectives

Upon completion of this intermediate-level lab, you will be able to:

• Configure diagnostic logging for Azure AI services.
• Monitor the performance and usage of Azure AI resources.
• Manage and optimize costs for Azure AI services.
• Securely manage account keys for Azure AI services.
• Protect account keys using Azure Key Vault.

Intended audience

• Candidates for Microsoft Certified: Azure AI Engineer Associate (AI-102)
• Cloud Architects
• Data Engineers
• DevOps Engineers
• Machine Learning Engineers
• Software Engineers

Prerequisites

Familiarity with the following will be beneficial but is not required:

• Basic understanding of Azure services
• Knowledge of AI services and their applications
• Experience with cloud security practices