PMI CPMAI Actual Tests : Cognitive Project Management in AI (PMI-CPMAI)

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PMI CPMAI Exam Syllabus Topics:

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

1. An AI model is frequently retrained with new data to improve performance. However, stakeholders report inconsistent predictions across releases, causing confusion and reduced trust in the system. What risk is most likely occurring in this situation?

A) Underfitting
B) Model instability
C) Bias elimination
D) Data leakage

2. A company is using an AI model to screen job applications. Over time, the project team notices that the model disproportionately rejects applications from certain educational institutions. What is the first step the project manager should take?

A) Analyze the historical data for inherent biases against these institutions.
B) Retrain the model with equal representation from all institutions.
C) Incorporate a fairness constraint into the model's objective function.
D) Adjust the model's decision threshold for applications from these institutions.

3. A project team is evaluating whether an AI initiative should proceed beyond discovery.
Stakeholders are aligned on objectives, but the team has not confirmed data access, quality, or legal constraints. What is the most appropriate next action?

A) Purchase additional compute infrastructure
B) Conduct a go/no-go assessment using readiness criteria
C) Move directly to deployment planning
D) Begin model development using sample data

4. An inexperienced team is training a neural network model on a desktop computer and this is taking a significant amount of time. What would you recommend to them to speed up model training?

A) Train the model over multiple desktop computers
B) Use a contractor to do the training portion
C) Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer
D) Train the model on GPUs

5. A government agency plans to increase personalization of their AI public services platform. The agency is concerned that the personal information may be hacked. Which action should occur to achieve the agency's goals?

A) Educate employees on new technologies so they can help users.
B) Develop user-friendly interfaces which are tested by users.
C) Standardize service protocols to deliver services for reliability.
D) Enhance data privacy to increase user trust and confidence.

Solutions: