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PMI CPMAI Exam Syllabus Topics:

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

1. Enhancing and cleaning data is an important action during which phase of CPMAI?

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

2. A team is getting ready to begin working on a ML project. They need to build a data preparation pipeline and someone on the team suggests they reuse the same pipeline they created for their last project. What's wrong with this suggestion?

A) There is no issue. Pipelines can be reused as needed between projects
B) Pipelines are pattern needs specific so as long as it's the same pattern then you can reuse the pipeline.
C) Pipelines are model operationalization need specific.
D) Pipelines are pattern and model need specific.

3. Different AI project team members are responsible for various parts of the project, both cognitive and non-cognitive. The project manager needs to ensure effective accountability documentation.
Which method will help to ensure accurate documentation?

A) Implementing periodic documentation reviews by the project manager
B) Using a centralized documentation system accessible to all team members
C) Assigning documentation responsibilities to a dedicated documentation team
D) Creating separate documentation protocols for cognitive and non-cognitive parts

4. The team is evaluating where the sources of the data for training are. What phase of CPMAI are they in?

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

5. A healthcare organization is preparing training data for an AI model that predicts patient readmissions. The team discovers inconsistent coding across clinics for the same diagnosis.
Which action best addresses the problem during data preparation?

A) Determine and apply data transformation and standardization steps
B) Skip validation to save time
C) Replace real data with only synthetic data
D) Ignore the inconsistency because the model will learn patterns anyway

Solutions: