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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q22-Q27):

NEW QUESTION # 22
You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?

A. Perform Data Transformation & Multiplication
B. Perform Data Sampling
C. Purchase the data from a third party
D. Perform Data Anonymization

Answer: A

NEW QUESTION # 23
You're working with an inexperienced team and this is all their first AI project. You're trying to work on a supervised learning binary classification problem to determine if emails are spam or not.
What is the best approach for this project?

A. Pick a simple algorithm such as Gaussian mixture
B. Pick a simple algorithm such as naive bayes
C. Pick an ensemble method since you're not sure which algorithm will perform best
D. Pick a neural network algorithm since you know this works well for supervised learning approaches

Answer: B

NEW QUESTION # 24
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?

A. Help senior management do research on AI vendors
B. Share prior experiences with how your last team addressed this problem and their data quality issues
C. Say nothing and let the team figure it out for themselves
D. Share prior experiences with how your last team addressed this problem and how you solved it

Answer: D

NEW QUESTION # 25
Your team is working on an AI system to provide a more personalized experience for customers on your website. What should the team do in regard to determining the pattern of AI with regards to the ROI of the project?

A. First identify the objective you're trying to solve or the ROI you desire and then use that to figure out the correct pattern
B. First determine the pattern of AI you want to use and then work with stakeholders to come up with ROI
C. First identify the AI pattern you want to use and then figure out the ROI
D. First talk to senior managers who set the ROI of the project

Answer: A

NEW QUESTION # 26
Clean, well-labeled datasets used for machine learning are partitioned into three subsets:
Training sets, Validation sets, and Test sets. As your team is doing this, what's the best way to split up this data?

A. Use the same data for all sets
B. Split by alphabetical order
C. Split by random subsampling
D. Split by patterned subsampling

Answer: C

NEW QUESTION # 27
......

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