1Plan and Manage an Azure AI Solution

• 1.1Azure AI Services and Creating Resources

  Understand the overview of Azure AI services (formerly Cognitive Services) as the foundation for AI solutions, creating resources, and consuming them via endpoints and keys. The starting point for "Plan and manage an Azure AI solution" in AI-102.

• 1.2Responsible AI and Content Safety

  Understand Microsoft’s Responsible AI principles (fairness; reliability & safety; privacy & security; inclusiveness; transparency; accountability) and Azure AI Content Safety for detecting harmful content. The basis for operating AI safely.

• 1.3Securing, Monitoring, and Deploying AI Solutions

  Understand operations for AI resources: security (key management, network restrictions, Entra/managed identity), monitoring (metrics, diagnostic logs, cost), and running in containers on-prem/edge.