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Free CPMAI – Pmi CPMAI Practice Test Question

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Showing 10–12 of 19 questions

Question 10 (Topic 1)

A financial services firm is building an AI model to detect fraudulent transactions. Identifying and validating data sources is critical to the model’s success. What is an effective method that helps to ensure data accuracy?

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  • ○ Utilizing data lineage tools to track data origin and transformations
  • ○ Employing a federated database system for decentralized data access
  • ○ Setting up a batch processing system for data cleansing
  • ○ Implementing a blockchain-based ledger for transaction data
Question 11 (Topic 1)

A government project plans to implement an AI-based fraud detection system and the project team needs to define the success criteria. They identified potential improvements in detection accuracy, reduction in investigation time, and cost savings as key performance indicators (KPIs). However, they are unsure how to effectively quantify these KPIs. Which two approaches should be used? (Choose two.)

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  • ○ Establish a baseline using historical data comparisons.
  • ○ Use random benchmarks without industry comparison.
  • ○ Implement a continuous performance monitoring system.
  • ○ Set fixed performance targets based on theoretical models.
  • ○ Rely on only qualitative feedback from stakeholders.
Question 12 (Topic 1)

An aerospace company is integrating AI for predictive maintenance. The project manager is concerned about potential delays due to external dependencies. Which initial step should the project manager take?

Select an option, then click Submit answer.

  • ○ Establish contingency plans
  • ○ Engage with multiple suppliers
  • ○ Implement just-in-time inventory
  • ○ Increase resource allocation