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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) You need to make sure the AI Go/No Go questions have been addressed
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) Nothing is wrong with this workflow. You can move to the next iteration

2. Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What's the most appropriate Model Operationalization approach?

A) Stream learning
B) Batch prediction
C) Web service / Microservice
D) Real-time prediction

3. Recently, you implemented an augmented intelligence application at work to help employees do their job better. However, employees have been resistant to this change and aren't using the application as expected.
What could have been done better to get the team to feel comfortable with this technology and use it? (Select all that apply.)

A) Provide training for everyone to have all employees feel more comfortable using the technology even if they aren't using the technology yet.
B) Have the team that built the technology to relay to employees this tool is to augment, and not replace their jobs.
C) Ask end users what information and technology they need to help them do their job better and build the tool to help with these pain points.
D) Have upper management relay to employees this tool is to augment, and not replace their jobs.

4. A team is retraining a model and creating a new version of that model. What's the most important thing for the team to have in place before doing this?

A) Model Governance
B) Model operations
C) Model discovery
D) Data operations

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

Solutions: