Microsoft · AI-300
IaC, CI/CD, and network isolation
AI-300 · Lesson 3 of 15 · 13:30
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In this lesson
Prepare for the AI-300 exam (Microsoft Certified: Machine Learning Operations Engineer Associate). In this lesson: workspaces in Bicep and the Azure CLI, GitHub Actions with OpenID Connect and environments with required reviewers, private endpoints and managed virtual networks, and Git tracking of training jobs. Includes three original practice questions.
Preview the topics
- A workflow signs in to Azure with a client secret stored in GitHub. Security wants no long-lived secret anywhere. What should the team configure?
- Training jobs may reach only a storage account, through a private endpoint, and the Python package index. Everything else must be blocked. Which configuration fits?
- A model in production behaves in a way nobody expected. The team must find the exact code that trained it. Where should they look?