Priority track

MLOps and AI DevOps

Practical MLOps and AI DevOps learning for engineers who want command-driven, production-minded guidance.

Who it is for: Cloud engineers, platform engineers, developers, and operators who want hands-on guidance.

Prerequisites

  • A test tenant or subscription
  • Basic CLI and portal familiarity
  • Permission to create and inspect the target resources

Recommended sequence

  1. Prompt versioning and config safety
  2. Evaluation datasets and checks
  3. Model or endpoint deployment
  4. Response quality telemetry
  5. Cost and latency guardrails

Estimated path

About 8 hours of practical reading and mini-labs.

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