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PMI CPMAI Exam Syllabus Topics:

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

1. You have just joined a team and they are working on a new project. The project lead isn't sure what type of technology should be used on this project - AI or a traditional software development approach. What is the best way to determine if you have the criteria for a good AI / ML Project?

A) Evaluate whether the solution can be done with automation.
B) Determine the long-term need for the organization and build the project to that long-term goal.
C) Determine if the project fits within the scope, budget, and timeline set out.
D) Determine whether the project has a cognitive technology component and meets a short-term need.

2. A manufacturing company is using an AI system for quality control. The project manager needs to ensure data privacy and compliance with industry standards. Which initial approach will effectively address these requirements?

A) Implementing advanced data encryption methods
B) Establishing a data privacy task force
C) Conducting regular data privacy audits
D) Developing a comprehensive data governance plan

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

4. You are working on the data engineering pipeline for the AI project and you want to make sure to address the creation of pipelines to deal with model iteration. What part of the pipeline best deals with this step?

A) Retraining Pipelines
B) ELT Pipeline
C) Data Acquisition / Ingest / Capture
D) Feature Engineering

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

Solutions: