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PMI CPMAI Exam Syllabus Topics:

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

Question 1

An aerospace firm is developing an AI system for predictive maintenance of their aircraft. The project team needs to define the required data to train the model. Which activity should the project manager implement?

A. Setting up real-time data streaming from aircraft sensors
B. Developing a comprehensive data collection strategy
C. Conducting a pilot test with a small dataset
D. Implementing data cleaning and preprocessing routines

Question 2

A project manager is evaluating whether an AI model is ready for operationalization. The project team has ensured the model meets accuracy and performance requirements and has conducted extensive testing. However, uncertainty about the model's operationalization in different environments and its compliance with regulatory standards still exists. What should the team do next?

A. Consider retraining the model for better performance.
B. Evaluate the model's adaptability to diverse conditions.
C. Reassess the project's data preparation phase.
D. Implement additional noncognitive solutions.

Question 3

The team is working to build a data preparation pipeline for the conversational chatbot project.
Which phase of CPMAI is this done?

A. Phase II
B. Phase IV
C. Phase V
D. Phase I
E. Phase III
F. Phase VI

Question 4

Your team is tasked with selecting an algorithm for a supervised learning classification project.
Which algorithm might you choose?

A. K-nearest neighbor
B. K-means
C. Q learning
D. Gaussian mixture

Question 5

A city transportation department is deploying an AI model that adjusts traffic signal timing. The department is concerned that traffic patterns will shift seasonally and during major events. What is the best method to manage this risk after deployment?

A. Rely on vendor guarantees instead of internal controls
B. Perform continuous monitoring and auditing for drift and performance degradation
C. Increase the training dataset size once before launch
D. Disable model updates to maintain consistent behavior

Solutions: