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PMI CPMAI Exam Syllabus Topics:

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

1. A project manager is considering the feasibility of an AI solution for a project aimed at improving customer service response times. They need to decide whether the project requirements can be solved with existing technologies or whether AI is the best approach. Which principle do the project manager's activities represent?

A) Determining automation potential
B) Assessing scalability requirements
C) Identifying ethical concerns
D) Evaluating cognitive alternatives

2. An energy technology company is in the data preparation phase of developing an AI model to predict equipment maintenance needs. The project manager is deciding how to handle data from multiple formats. What is an effective technique the project manager should use?

A) Data warehousing
B) Schema mapping
C) Cross-validation
D) Data consolidation

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

4. Your team is starting a new facial recognition project and you want to ensure that the project is being done with Trustworthy AI in mind. At what phase of CPMAI would Trustworthy AI be considered?

A) Phase VI
B) Phase I
C) All phases
D) Phase IV
E) None of the phases
F) Phase V
G) Phase II
H) Phase III

5. In a complex healthcare project, a provider plans to implement AI for patient data analysis to improve diagnostic accuracy. The project involves the need for interoperability between the AI systems and existing healthcare databases. These databases contain sensitive patient information. The requirements involve strict ethical and legal regulations in various countries.
Which critical step must be performed?

A) Implementing privacy impact assessments
B) Creating a regulatory impact report
C) Maintaining high prediction accuracy
D) Performing a detailed financial risk analysis

Solutions: