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PMI CPMAI Exam Syllabus Topics:

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

1. A financial services firm is building an AI model to detect fraudulent transactions. Identifying and validating data sources is critical to the model's success. What is an effective method that helps to ensure data accuracy?

A) Setting up a batch processing system for data cleansing
B) Utilizing data lineage tools to track data origin and transformations
C) Employing a federated database system for decentralized data access
D) Implementing a blockchain-based ledger for transaction data

2. A finance company is planning an AI project to improve fraud detection. The project manager has identified multiple cognitive patterns that can be used. Which method will narrow the project scope?

A) Prioritizing patterns based on their potential impact and complexity
B) Comparing cognitive patterns against noncognitive requirements
C) Implementing all identified patterns in parallel to test their effectiveness
D) Rotating through cognitive and non-cognitive patterns sequentially in short iterations

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

4. A product manager proposes using customer data collected for marketing purposes to train a new recommendation model without updating user consent agreements. The AI team is ready to proceed for faster delivery. What should the project manager do next?

A) Anonymize the data and continue immediately
B) Escalate to legal and compliance teams before proceeding
C) Approve the request to meet deadlines
D) Ignore the issue and proceed

5. You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?

A) Perform Data Transformation & Multiplication
B) Purchase the data from a third party
C) Perform Data Sampling
D) Perform Data anonymization

Solutions: