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

1. Your team is testing the NLP model they just created to make sure it's performing as expected.
Some of your team members want to move this model to production and move to the next iteration.
What's wrong with this workflow?

A) Nothing is wrong with this workflow. You can move to the next iteration
B) You need to make sure the AI Go/No Go questions have been addressed
C) Team members should not be able to move to new projects until senior management signs off
D) Model Evaluation requires continuous model evaluation, retraining, and operationalization

2. A fintech AI project uses third-party data sources for credit risk modeling. The project manager is concerned about compliance and accountability if the external data quality changes. Which control best supports responsible and trustworthy AI delivery?

A) Establish data governance and supplier controls, including auditability and monitoring
B) Remove all external data sources immediately
C) Allow each team to apply its own data definitions
D) Only document model performance once at launch

3. Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm.
What type of algorithm is the best approach for this project?

A) Binary (or Binomial) Classification
B) Clustering
C) Multiclass Classification
D) Regression

4. You have been tasked at your organization to manage a large language model (LLM) project.
Identify what LLMs are useful for. (Select all that apply.)

A) Process automation
B) Improve search quality
C) Code generation
D) Text summarization
E) Classify and categorize content
F) Machine Translation

5. In what way would you be using Generative AI if you used the results of the Generative AI solution to improve and accelerate your job?

A) As an autonomous system removing the human from the loop
B) Used for Hyperpersonalization
C) As an Augmented Intelligence system
D) As a programmatic approach for automation

Solutions: