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PMI CPMAI Exam Syllabus Topics:

PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

1. A government agency is adopting an AI/machine learning (ML) model to analyze large sets of public data for policy making. It is crucial that the project team ensures the accuracy of the model's predictions.
If the project team needs to validate the model, which action should they perform?

A) Implement continuous integration testing.
B) Utilize a diverse set of test cases.
C) Conduct a single comprehensive validation.
D) Ensure adherence to coding standards.

2. A healthcare provider plans to deploy an AI system to predict patient readmissions. The project manager needs to conduct a risk assessment to ensure patient safety and data integrity. What is an effective method to help ensure the AI system adheres to ethical standards?

A) Implementing a data encryption protocol
B) Conducting a stakeholder impact analysis
C) Performing continuous monitoring and auditing
D) Using an explainability framework

3. An IT services company is integrating an AI solution to automate its customer service functions.
The integration team is facing resistance from the customer's employees. Which action should the project manager perform to manage this risk?

A) Implement a gradual phased rollout.
B) Conduct all-hands meetings on the benefits.
C) Mandate immediate transition from management.
D) Offer the option to join another team.

4. An AI project team needs to assess the feasibility of an AI solution. In order to proceed with the AI project, what should the project manager address?

A) Projected data debt
B) Alignment with business objectives
C) Potential vendor costs
D) Complexity of operationalization

5. A supervised learning project requires 50,000 labeled images. The subject matter is highly specialized, and the organization has three qualified domain experts available part time.
What is the most significant project risk the manager should plan for?

A) Model training will require additional computing capacity
B) Domain experts may disagree with the model's predictions
C) The images will require format standardization
D) Labeling throughput will constrain the project schedule

Solutions: