Exam CPMAI Topic 1 Question 100 Discussion

Actual exam question for PMI's CPMAI exam
Question #: 100
Topic #: 1
A government agency is developing an AI system to predict infrastructure failures. The data team needs to ensure that the dataset includes historical maintenance records, environmental data, and equipment usage logs. However, they are encountering issues with data from multiple sources being in different formats. Which two methods should be applied to meet the data team's objectives? (Choose two.)

Suggested Answer: A,C Vote an answer

A multiformat data integration tool helps combine maintenance records, environmental data, and equipment usage logs from different systems and formats. A data normalization process then standardizes those inputs into consistent structures and values so the dataset can be used reliably for AI model development.

by Anastasia at Aug 11, 2026, 04:03 AM

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