CourseAI / ML Engineer: The Complete Course · Module 11: Monitoring and Reliability · part 66 of 93
Part 66 · Module 11: Monitoring and Reliability

Module 11: Monitoring and Reliability

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What you need first

  • PR-AUC, Brier and calibration (Module 3 lesson 3), the isolation forest (Module 3 lesson 2), latency percentiles (Module 8 lesson 3), the scoring service (Module 9) and shadow deployment (Module 10 lesson 2). The lab's Step 1 rebuilds Modules 1 to 10.
  • No model calls and no keys. The Evidently UI as a service is a local step, not run here.
  • If you already run drift, segment and late-label monitoring with alerts tuned on history, go to the lab.

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