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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) Model Evaluation requires continuous model evaluation, retraining, and operationalization
C) Team members should not be able to move to new projects until senior management signs off
D) You need to make sure the AI Go/No Go questions have been addressed

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

3. Recently your company has been getting a large number of spam emails and some employees have been clicking on these suspicious emails causing a headache for IT. The head of IT wants to create a more robust spam filter and your team has been tasked with this project. What type of algorithm would you select for this problem?

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

4. Senior management has tasked your group to analyze a data set to uncover insights into the dat

A) Data Integration
B) What is the best approach to use to do this?
C) Data preparation
D) Data Governance
E) Data Mining or Data Analytics

5. Your organization wants to use Generative AI. What are examples of when Generative AI can and should be used? (Select all that apply.)

A) Data Augmentation for Training
B) Programmatic automated content generation
C) Content Generation
D) Virtual Avatars and Characters
E) Explainable Decision-support systems
F) Human Augmentation

Solutions: