Planning and Managing Azure AI Solutions in Foundry

Choosing models and services, setting up Foundry, deployment, monitoring, security and responsible AI, the first AI-103 domain.

MSAZ-250 12 lessons planned ▶ Video lessons coming soon

Offered by HSM University · Microsoft Certification Prep

Course content

  1. 1Matching tasks to models and Foundry servicesComing
  2. 2Foundry resources, projects and connectionsComing
  3. 3Model deployment types and quotasComing
  4. 4CI/CD for AI solutionsComing
  5. 5Managing cost and capacityComing
  6. 6Monitoring models and detecting driftComing
  7. 7Identity and keyless accessComing
  8. 8Private networking for AI resourcesComing
  9. 9Content safety filtersComing
  10. 10Evaluators and responsible AI testingComing
  11. 11Auditing and human oversight of agentsComing
  12. 12A planning checklist for production AIComing

Requirements

Recommended background. You can start any course at any time.

Description

Choosing models and services, setting up Foundry, deployment, monitoring, security and responsible AI, the first AI-103 domain.