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Project Management & Agile · Intermediate

CPMAI Data Understanding

CPMAI Phase II: identifying data sources, quantity, quality, access, and labeling needs for the AI solution.

Definition

Assesses whether sufficient, representative, accessible data exists and identifies data governance, privacy, and bias concerns.

Example

The team finds only 2,000 labeled images when 50,000 are estimated to be needed.

Exam tip

Data availability is a leading cause of AI project failure.

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