Implement secure AI-ready infrastructure with Azure services
Intermediate
Security Engineer
Administrator
Database Administrator
Data Scientist
Security Operations Analyst
Azure
Azure OpenAI in Foundry Models
Azure Container Registry
Microsoft Foundry
Azure Machine Learning
Design AI infrastructure with hub-based project security settings, explicitly configured service controls, deployment-aware data residency, and container image protection.
Learning objectives
After completing this module, you will be able to:
- Configure Microsoft Foundry hubs and hub-based projects for secure AI development environments
- Implement Azure OpenAI Service and Cognitive Services with enterprise security controls
- Secure AI container images and deployments using Azure Container Registry
- Apply network isolation and identity governance to protect AI infrastructure
Prerequisites
- Azure fundamentals including resource groups, virtual networks, and identity management
- Basic AI and machine learning concepts
- Container fundamentals and Docker basics
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