Domain V · Operationalize AI Solution · 17% of the exam
V.3 Oversee model governance
Task 3 of Operationalize AI Solution
May 9: Low Sept 6: Low Study Hall misses: 1 Logged: 0
Enablers (verbatim, ECO)
PMI, ECO p. 5: enablers are "illustrative examples of the work associated with the task" and "not meant to be an exhaustive list but rather offer a few examples to help demonstrate what the task encompasses."
Ours: PMI's stems paraphrase one of these as a symptom; the right option is that enabler in PMI's words; the distractors are its siblings or a neighbouring task's enablers.
- Establish model lifecycle management procedures
- Implement model versioning and change control processes
- Monitor model performance and drift detection
- Coordinate model updates and retraining schedules
- Ensure compliance with governance policies and standards
The rule
Governance is lifecycle procedures, versioning and change control, drift detection and retraining schedules. Replacing an approach is a governed decision against the baseline.
Study Hall misses on this task (1)
- Full-length Q58 · confidence High · 21sScenario: New model trained; should it replace the current approach?Decided by: Compare against the existing baselineChose: Cross-validation (nearest technical activity, not the decision asked)
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What to read
- Workbook p. 91-92 — Model Governance Framework
- Module 06 Lesson 33: What Is Model Governance?; Lesson 34: Model Deployment With Governance Framework
- Leading and Managing AI Projects p. 47 — Continuous Monitoring and Versioning
- Study guide Lesson 30: ECO Task V.3 — Oversee Model Governance