Cognitive project management in AI

Here you have the best PMI CPMAI practice exam questions

You have 100 total questions across 20 pages (5 per page)
These questions were last updated on February 9, 2026
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Question 1 of 100

Your team is working on an NLP model and has just operationalized the first model. Your team makes updates to the model, overwrites the original model, and puts this new model into operation. However, one of the teams using the model has seen a decrease in performance and is asking to use the original model.
What critical error did your team make?

They did not have data governance in place

They did not practice model versioning and keep all versions of the model

They did not have a model retraining pipeline that took into account models

They did not practice model iteration and properly iterate on the model

Suggested Answer: D

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Question 3 of 100

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

Suggested Answer: D

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Question 4 of 100

For AI projects the code and systems don’t matter as much as the data. In fact, big data is what’s powering much of this latest wave of AI. What’s most important for your company to consider around data?

Because of almost-infinite storage and compute power, collect as much data as possible and deal with organizing it later.

Collect enormous amounts of data - the more data the better.

Understanding which algorithms are best for your data needs.

Have team members that have experience, understanding of tools, and the ability to deal with massive volumes of data.

Suggested Answer: D

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Question 5 of 100

Using machine learning and other cognitive approaches to understand how to take past / existing behavior and predict future outcomes or help humans make decisions about future outcomes using insight learned from past behavior / interactions / data is a core part to which pattern(s) of AI?

Goal Driven Systems

Predictive Analytics & Decision Support and Patterns and Anomalies

Recognition Pattern

Predictive Analytics & Decision Support

Suggested Answer: D

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About the PMI CPMAI Certification Exam

About the Exam

The PMI CPMAI (Cognitive project management in AI) validates your knowledge and skills. Passing demonstrates proficiency and can boost your career prospects in the field.

How to Prepare

Work through all 100 practice questions across 20 pages. Focus on understanding the reasoning behind each answer rather than memorizing responses to be ready for any variation on the real exam.

Why Practice Exams?

Practice exams help you familiarize yourself with the question format, manage your time, and reduce anxiety on the test day. Our CPMAI questions are regularly updated to reflect the latest exam objectives.