Free PMI CPMAI Practice Test & Real Exam Questions
You are leading a project to develop a new predictive maintenance solution. Together with your project team you determine your data needs, see if you have access to the data, and then begin working on the project.
Which phase best describes the work you are performing?
Which phase best describes the work you are performing?
Correct Answer: C
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Upper management is looking to roll out a new product and wants to see if there are any patterns and insights that can be discovered from customer data. Your team has been tasked to discover these potential patterns and structures within this data.
Which type of machine learning approach would be most appropriate to pick for this problem?
Which type of machine learning approach would be most appropriate to pick for this problem?
Correct Answer: C
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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?
Which algorithm is the best choice given these constraints?
Correct Answer: B
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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?
Specifically, the images you need are of people in different poses. What is the best way to obtain this data?
Correct Answer: D
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The growth of Big Data has led to a desire to be able to do more to process and extract more value from Big Data. Simply storing data and providing analytics is no longer enough anymore to remain competitive.
To keep your organization competitive, you need to:
To keep your organization competitive, you need to:
Correct Answer: B
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A team is retraining a model and creating a new version of that model. What's the most important thing for the team to have in place before doing this?
Correct Answer: D
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You're looking to take an image and have a Generative AI solution generate additional content beyond the bounds of the current image size. What Generative AI approach can you use?
Correct Answer: C
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Your company is insisting on running an automation project and applying AI best practices and methodologies to the project. You understand that automating things is just the act of using machines to repeat tasks, and does not require AI to achieve results. You think it is overkill but the project moves forward as planned.
What would likely have helped avoid this conflict?
What would likely have helped avoid this conflict?
Correct Answer: A
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You just joined a new company and they want to start their first AI project. Senior management thinks the best approach is to just buy AI from a vendor. You know that AI is something you do, not something you buy.
What is your next best course of action to address this?
What is your next best course of action to address this?
Correct Answer: C
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