AAIA: Advanced in AI Audit

By Isaca · Question Mode

QuestionQ119

AI Auditing Tools and Techniques

An IS auditor is reviewing a data set used to predict whether a university course’s instruction is effective for students.

Which of the following observations is of GREATEST concern?

Explanation

A Final Grade Percent field should contain numerical values. Non-numerical data in that column is a data-quality and validity problem that can distort analysis or make predictive processing fail. Missing values may be managed, binning is optional depending on the model, and irrelevant fields can be removed.

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