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The learning path that most closely follows and complements “Manage network access for AI workloads” is “Manage Authentication, Authorization, and RBAC for AI workloads on Azure.” It focuses on securing identity and access for AI solutions, which is the natural next step after securing network access.
That learning path covers:
- Securing Azure OpenAI authentication and authorization
- Securing Azure AI services
- Introduction to Azure Machine Learning authentication and authorization
After that, other closely related topics to deepen skills around identity, access, and infrastructure for AI and cloud workloads include:
- Identity and access management in Microsoft Entra ID
- “AZ-500: Manage identity and access” learning path
- “Perform basic identity and access tasks” learning path (good if a simpler/broader foundation is needed)
- Hybrid identity and Windows Server integration
- “Deploy and manage identity infrastructure” (Active Directory Domain Services, Group Policy, hybrid identity)
- “Implement Windows Server IaaS VM Identity” (extending on-premises AD into Azure)
- Networking and security for Windows Server IaaS workloads
- “Implement Windows Server IaaS VM networking” (VNets, IP addressing, DNS, network security)
- “Implement Windows Server hybrid cloud management, monitoring, and security” (Azure Arc, monitoring, Defender for Cloud, Sentinel)
- AI fundamentals (if broader AI context is needed)
- Course “AI-900T00: Introduction to AI in Azure” for understanding AI workloads and Azure AI services.
These paths together build from network access for AI workloads into identity, access control, hybrid identity, and secure infrastructure for AI and other cloud solutions.
References:
- Manage Authentication, Authorization, and RBAC for AI workloads on Azure
- AZ-500: Manage identity and access
- Perform basic identity and access tasks
- Deploy and manage identity infrastructure
- Introduction to AI in Azure
- Implement Windows Server IaaS VM networking
- Implement Windows Server hybrid cloud management, monitoring, and security
- Implement Windows Server IaaS VM Identity