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

1. A team has started working on their first AI project and they are running this project like a traditional software development project. About two months into the project the team is hitting some major issues, and you're tasked with coming in to help manage this project. Immediately you realize that AI projects need to be treated like data centric projects.
What's the next best course of action?

A) Get the existing team up to speed and make sure existing Agile approaches can support the AI effort
B) Hire an outside consulting firm to handle the technical aspects while you train the team yourself on data centric best practices
C) Bring in data centric methodology best practices to get this project back on track
D) Hire an entirely new team making sure there is at least one data scientist on this new team

2. You are working on the data engineering pipeline for the AI project and you want to make sure to address the creation of pipelines to deal with model iteration. What part of the pipeline best deals with this step?

A) Feature Engineering
B) Data Acquisition / Ingest / Capture
C) ELT Pipeline
D) Retraining Pipelines

3. Your team is planning an AI-enabled chatbot project to help reduce call center load. They are currently determining if the project can get off the ground and working through the AI Go/No Go feasibility questions.
What stage of CPMAI is the team currently working on?

A) Phase VI
B) Phase III
C) Phase V
D) Phase IV
E) Phase I
F) Phase II

4. You want to create a model to figure out if a customer would be likely to repurchase a certain item. The project owner doesn't want you to create anything too complicated, and you have a limited data set to work with.
Which algorithm is the best choice given these constraints?

A) Ensemble models
B) Generative AI
C) Neural Networks
D) Naive Bayes

5. You recently completed an image recognition project at your company that was focused on identifying different types of cars. You have now been assigned a new image recognition project that is focused on identifying different types of animals. You know you can shortcut model development by using a specific technique.
What is this technique called?

A) Transfer Learning
B) Generative AI
C) Pre-Trained Models
D) Reinforcement Learning

Solutions: