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PMI CPMAI Exam Syllabus Topics:

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

1. Your team has been asked to summarize and highlight patterns in historical purchasing data, identifying prior performance metrics and patterns. What type of analytics is most appropriate to apply for this need?

A) Projective Analytics
B) Predictive Analytics
C) Descriptive Analytics
D) Diagnostic Analytics

2. A logistics company wants an AI system that continuously monitors sensor readings from refrigerated containers and alerts operations staff when readings deviate from expected behavior.
Which AI pattern best describes this requirement?

A) Recognition
B) Hyperpersonalization
C) Goal-driven systems
D) Patterns and anomalies

3. In a clustering analysis for data use, the project team finds that the clusters are not meaningful and do not provide actionable insights. Which activity should the project manager do with the project team?

A) Conduct an algorithm analysis on the data sources.
B) Identify the data gaps and address deficiencies.
C) Assess the trade-offs of the various algorithms.
D) Establish data governance protocols.

4. Your team has collected petabytes of data for your AI project. As the project lead, you understand this is too much data to use for this iteration of the project. What is the best course of action to take with this data?

A) Data integration focused on reducing the number of data sources.
B) Data selection and attribute pruning to reduce overall size and data complexity.
C) Data Deduping to reduce overall size and data complexity.
D) Careful algorithm selection that reduces the need for data.

5. During the planning phase, a project manager identifies multiple patterns for their AI project.
Which two actions should the project manager do? (Choose two.)

A) Split the project into iterations for different patterns.
B) Select patterns based on stakeholder preference.
C) Proceed with the most complex pattern to challenge the team.
D) Combine all patterns into a single comprehensive iteration.
E) Focus on noncognitive parts before addressing cognitive patterns.

Solutions: