Microsoft · AI-300
Deploying and testing endpoints
AI-300 · Lesson 7 of 15 · 42:28
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In this lesson
Prepare for the AI-300 exam (Microsoft Certified: Machine Learning Operations Engineer Associate). In this lesson: managed online endpoints and deployments, scoring scripts, mirrored traffic, traffic splits and rollback, local testing and deployment logs, and batch endpoints with mini batches. Includes three original practice questions.
Preview the topics
- A new deployment, green, must be checked for latency and errors on real production requests, but no customer may ever receive its answers. What should the team configure?
- A deployment fails, and the team suspects that the model files never reached the container. Which logs should it read?
- Every night, ten million customer records, in a hundred files, must be scored, with no latency requirement, and as cheaply as possible. Which option fits?