3Design and implement a GenAIOps infrastructure

• 3.1Foundry environments and platform configuration

  Understand creating and configuring Microsoft Foundry resources and project environments, identity and access management with managed identities and RBAC, network security and private networking, and deploying infrastructure with Bicep templates and the Azure CLI.

• 3.2Deploying and managing foundation models

  Understand deploying foundation models via serverless API endpoints and managed compute, selecting models for use cases, model versioning and production deployment strategies, and configuring provisioned throughput units (PTU) for high-volume workloads.

• 3.3Prompt versioning and management

  Understand designing and developing prompts, creating prompt variants and comparing their performance, and version-controlling prompts with Git repositories—from a source-control and experimentation perspective.