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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q64-Q69):

NEW QUESTION # 64
An aerospace firm is developing an AI system for predictive maintenance of their aircraft. The project team needs to define the required data to train the model.
Which activity should the project manager implement?

A. Implementing data cleaning and preprocessing routines
B. Conducting a pilot test with a small dataset
C. Developing a comprehensive data collection strategy
D. Setting up real-time data streaming from aircraft sensors

Answer: C

NEW QUESTION # 65
Your team is working on a new loan decision model that takes a number of factors and data points into consideration and then automatically approves or denies a loan. After a month in operation someone does a review and notices that the system is denying a large number of loans from a certain demographic when all other factors from people in other regions (such as age, salary, and credit score) are the same.
What is most likely happening here?

A. Nothing is wrong, algorithmic decisions will never be 100%
B. Data privacy issues leading to data sharing concerns
C. Generative AI models hallucinating data results
D. Biased data sets leading to algorithmic discrimination

Answer: D

NEW QUESTION # 66
Your team is testing the NLP model they just created to make sure it's performing as expected.
Some of your team members want to move this model to production and move to the next iteration.
What's wrong with this workflow?

A. Model Evaluation requires continuous model evaluation, retraining, and operationalization
B. Team members should not be able to move to new projects until senior management signs off
C. You need to make sure the AI Go/No Go questions have been addressed
D. Nothing is wrong with this workflow. You can move to the next iteration

Answer: C

NEW QUESTION # 67
For AI projects the code and systems don't matter as much as the dat

A. Have team members that have experience, understanding of tools, and the ability to deal with massive volumes of data.
B. Collect enormous amounts of data - the more data the better.
C. Understanding which algorithms are best for your data needs.
D. Because of almost-infinite storage and compute power, collect as much data as possible and deal with organizing it later.
E. 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?

Answer: B

NEW QUESTION # 68
In the case that an algorithm you want to use isn't algorithmically explainable, AI systems should try to do the following:

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

Answer: D

NEW QUESTION # 69
......

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