Free PMI CPMAI_v7 Practice Test & Real Exam Questions

Exam Code/Number: CPMAI_v7
Exam Name/Title: Cognitive Project Management in AI CPMAI v7 - Training & Certification Exam
Certification Provider: PMI
Corresponding Certification: CPMAI

Exam Questions: 102
Updated On: Jul 02, 2026

Question #31

Your team is looking for a short term ROI project and decides that an AI-enabled chatbot will be the project to start with. During Phase I of CPMAI you go through the AI Go/No Go decision chart and realize that you have not answered yes to all the business feasibility questions. You and the team have not determined a clear problem definition.
What's the best course of action with how to proceed?

A. Move forward with the project as planned. The problem definition will become clear later on in the project.

B. Do not move forward and cancel the project altogether.

C. Cautiously move forward as planned. You do not need to answer yes to all the questions in the AI Go
/No Go decision chart to start your project.

D. Do not move forward until you can determine a clear problem definition.

Discussion 0

Correct Answer: D Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #32

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

Discussion 0

Correct Answer: B Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #33

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. Clustering

B. Multiclass Classification

C. Binary (or Binomial) Classification

D. Regression

Discussion 0

Correct Answer: A Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #34

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.

A. Generative AI

B. Naive Bayes

C. Ensemble models

D. Neural Networks

Discussion 0

Correct Answer: B Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #35

You're working on a computer vision application and realize that you do not have enough real world data for the project. You need additional data created to support your training needs. Specifically, the images you need are of people in different poses. What is the best way to obtain this data?

A. Make use of data from different departments

B. Make use of this data by having employees pose in the positions required

C. Make use of this data from surveillance footage

D. Make use of Synthetic Training Data

Discussion 0

Correct Answer: D Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #36

Your team is starting a new facial recognition project and you want to ensure that the project is being done with Trustworthy AI in mind. At what phase of CPMAI would Trustworthy AI be considered?

A. Phase VI

B. Phase IV

C. Phase II

D. None of the phases

E. Phase I

F. All phases

G. Phase III

H. Phase V

Discussion 0

Correct Answer: F Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #37

You have been brought on to manage a recognition project, specifically an image recognition project, for an Autonomous Retail application. You know that you need to make sure you have sufficient data for this project. What's the best way to approach this?

A. Take all the data your company has as well as purchase additional external data

B. Take inventory of all data your company has and use the relevant data

C. Take all the existing data you have and apply it to this project

D. Take inventory of all data your team has and use the relevant data

Discussion 0

Correct Answer: B Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #38

You're working with a small inexperienced team on a new ML project. Choosing the best algorithm with the best settings given the training and test data is proving to be very hard for them. You lack the critical data science resources available on your team, and can't wait weeks until a data science resource becomes available to join your team.
What's your best course of action?

A. Put the project on hold until the resources needed become available

B. Use an AutoML solution

C. Find a citizen data scientist to help

D. Outsource the project ASAP

Discussion 0

Correct Answer: B Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #39

Your team has collected petabytes of data for your AI project. As the project lead, you understand this is too much data to use for this iteration of the project.
What is the best course of action to take with this data?

A. Data selection and attribute pruning to reduce overall size and data complexity.

B. Careful algorithm selection that reduces the need for data.

C. Data Deduping to reduce overall size and data complexity.

D. Data integration focused on reducing the number of data sources.

Discussion 0

Correct Answer: A Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Question #40

An organization is to undertake a multi-pattern AI project. They want to build a robot that is able to roam the halls as well as converse with employees and answer basic questions.
What is the best approach for handling this project?

A. Run it as a hybrid approach and some phases are run separately while other phases are combined together

B. Run each pattern in isolation, with separate teams

C. Run it as one project, combining teams, data requirements, and project needs

D. Run each pattern as its own project, with their own CPMAI phase iterations, data requirements, and project needs

Discussion 0

Correct Answer: C Vote an answer

Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).

Download Free PMI CPMAI_v7 Demo

Simply submit your e-mail address below to get started with our free demo of your PMI CPMAI_v7 exam.