← Back to exam page

Free AAIA – Isaca AAIA Practice Test Question

Loading demo links...

Showing 4–6 of 13 questions

Question 4 (Topic 2)

Which of the following strategies used by modelers to enhance data accuracy has the GREATEST risk of bias and information loss?

Select an option, then click Submit answer.

  • ○ Filling blank attributes in records with the mean, median, or mode within a grouping
  • ○ Placing numerical data into bins or buckets for a manageable quantity of correlations and result analyses
  • ○ Separating multiple data attributes within one field into individual attribute columns
  • ○ Identifying and deleting duplicate entries in the data set
Question 5 (Topic 1)

Which of the following is MOST important to consider when deciding whether to implement an AI solution?

Select an option, then click Submit answer.

  • ○ The space required for AI hardware
  • ○ The cost of AI implementation
  • ○ The speed of AI implementation
  • ○ The ethical implications of AI
Question 6 (Topic 3)

For a sales promotion, an AI system sorts customer attributes into several categories by analyzing transaction history. Verifying which of the following would BEST validate the effectiveness of this process?

Select an option, then click Submit answer.

  • ○ Stress tests are regularly conducted to maintain consistent AI performance.
  • ○ The applied methodology adequately reflects business objectives.
  • ○ Sensitive attributes are converted to other data types prior to input.
  • ○ Sampling of AI output is conducted to identify unusual decisions.