Domain III · Identify Data Needs · 26% of the exam
III.8 Determine if data meets solution needs
Task 8 of Identify Data Needs
May 9: High Sept 6: Mid 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.
- Compare available data against defined requirements and specifications
- Assess data sufficiency for training robust AI models
- Identify data gaps and develop strategies for addressing deficiencies
- Validate data representativeness for target use cases
- Make go/no-go decisions based on data readiness assessment
The rule
'Ensure it meets training requirements' means compare the data against the specification first. Fixing formats is Phase III work.
Study Hall misses on this task (1)
- Full-length Q6 · confidence High · 26sScenario: Regional data with inconsistent formats; 'ensure it meets training requirements'; FIRSTDecided by: Compare data against specifications first (the III.8 statement is in the stem)Chose: Standardising the formats (the fix, IV.4)
Logged misses on this task
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What to read
- Workbook p. 44-45, 55-56 — Data Feasibility; Verify Data Quality
- Module 02 Lesson 40: Moving Beyond CPMAI Phase II; Lesson 41: CPMAI Phase II Go/No-Go; Lesson 42: When to Iterate Back
- Leading and Managing AI Projects p. 22 — Success Criteria for Phase II Completion
- Study guide Lesson 35: ECO Task III.8 — Determine if data meets solution needs