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

1. 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?

A) Use of inpainting to replace image components
B) Use of super-resolution to enhance the existing image
C) Prompt engineering for new image generation
D) Use of Generative Outpainting

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

3. Major factors for the project you are currently working on is around the training time, cost, and complexity of training your models. Which algorithm is not the best choice given these constraints?

A) Neural Networks
B) Naive Bayes
C) Gaussian Mixture
D) Support Vector Machines (SVM)

4. A team has started working on their first AI project and they are running this project like a traditional software development project. About two months into the project the team is hitting some major issues, and you're tasked with coming in to help manage this project. Immediately you realize that AI projects need to be treated like data centric projects.
What's the next best course of action?

A) Get the existing team up to speed and make sure existing Agile approaches can support the AI effort
B) Bring in data centric methodology best practices to get this project back on track
C) Hire an outside consulting firm to handle the technical aspects while you train the team yourself on data centric best practices
D) Hire an entirely new team making sure there is at least one data scientist on this new team

5. 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 AI pattern you want to use and then figure out the ROI
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 objective you're trying to solve or the ROI you desire and then use that to figure out the correct pattern
D) First talk to senior managers who set the ROI of the project

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