PMI CPMAI_v7 practice materials Questions Answers

Exam Code:
CPMAI_v7
Exam Name:
Cognitive Project Management in AI CPMAI v7 – Training & Certification Exam
Last Update:
Jun 01,2026

100 Questions Answers Verified by Experts!


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PMI CPMAI_v7 Questions for Cognitive Project Management in AI Certification Exam 2026

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Page: 1 / 20
Total Questions: 100

Questions & Answers PDF

• Question 1

  

  You're working with petabytes of data and need to make this dataset more manageable. To do this, you want to reduce the number of variables under consideration.What is the name for this process?

  • Dimensionality Reduction
  • Gradient Descent
  • Multivariate regression
  • Data selection

  Reveal Answer Answer: A Next Question

• Question 2

  

  An inexperienced team is training a neural network model on a desktop computer and this is taking a significant amount of time. What would you recommend to them to speed up model training?

  • Train the model over multiple desktop computers
  • Train the model on GPUs
  • Use a contractor to do the training portion
  • Break the dataset up into multiple smaller datasets and train the model on each of the smaller
  • datasets over a desktop computer

  Reveal Answer Answer: B Next Question

• Question 3

  

  Major factors for the project you are currently working on is around the training time, cost, and complexity of training your models. Which algorithm is not the best choice given these constraints?

  • Support Vector Machines (SVM)
  • Neural Networks
  • Naive Bayes
  • Gaussian Mixture

  Reveal Answer Answer: C Next Question

• Question 4

  

  You're in charge of marketing at your organization and you've been tasked with using AI to help create marketing images. What's a good solution for this need?

  • Generative AI solutions for content generation
  • Image and object detection and recognition systems
  • Autonomous patterns and process automation
  • Decision tree and Random Forest approaches

  Reveal Answer Answer: A Next Question

• Question 5

  

  Enhancing and cleaning data is an important action during which phase of CPMAI?

  • Phase I
  • Phase II
  • Phase III
  • Phase IV
  • Phase V
  • Phase VI

  Reveal Answer Answer: C Next Question

• Question 6

  

  In the case that an algorithm you want to use isn't algorithmically explainable, AI systems should try to do the following:

  • Provide a means to have contestability of the algorithm selected
  • Provide a means to interpret AI results so that cause and effect can be represented.
  • Provide a means to have a different team on the project
  • Provide a means to reverse-engineer the algorithm to inspect its performance

  Reveal Answer Answer: B Next Question

• Question 7

  

  As an organization building an AI solution for your current customers based in NYC, but with possible plans for future expansion, how should you handle worldwide AI laws and regulations?

  • Make sure to follow relevant data, privacy, and other important laws both in the US and where you're likely to expand to in the coming year
  • Make sure to follow relevant data, privacy, and other important laws as it pertains to NYC
  • Make sure to follow relevant data, privacy, and other important laws as it pertains to the UnitedStates
  • You're too small of an organization to be worried about laws at the moment

  Reveal Answer Answer: A Next Question

• Question 8

  

  You have an Anomaly Detection project you're working on and you need a simple approach of clustering data into classified groups. Which algorithm is the best choice given this situation?

  • K-Means Clustering
  • Neural Network
  • Decision Tree
  • Hidden Markov Model

  Reveal Answer Answer: A Next Question

• Question 9

  

  Your team is ready to operationalize the model they have been working on. It's a model that is meant to be used on an "edge device", specifically a mobile phone and the user may sometimes be in remote locations without regular access to the internet.What's the most important thing to consider here?

  • Make sure that you can use Generative AI solutions on an edge device
  • Make sure the model lives in a hybrid environment
  • Make sure the model is available over a cloud-based API
  • Make sure the model lives on the edge device so it can be used regardless of internet connection

  Reveal Answer Answer: D Next Question

• Question 10

  

  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?

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

  Reveal Answer Answer: A Next Question

Page: 1 / 20
Total Questions: 100

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