Free PMI CPMAI_v7 Exam Practice Questions & Explanations

Last updated on: Oct 13, 2026
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Question 1

A team is getting ready to begin working on a ML project. They need to build a data preparation pipeline and someone on the team suggests they reuse the same pipeline they created for their last project.

What's wrong with this suggestion?

Answer Options
Correct Answer: B
Question 2

The growth of Big Data has led to a desire to be able to do more to process and extract more value from Big Dat

a. Simply storing data and providing analytics is no longer enough anymore to remain competitive.

To keep your organization competitive, you need to:

Answer Options
Correct Answer: C
Question 3

You've built your model and now need to see if it actually works as expected. In which phase of CPMAI is this done?

Answer Options
Correct Answer: D
Question 4

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

Answer Options
Correct Answer: C
Question 5

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?

Answer Options
Correct Answer: D