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

1. Leadership wants a new HR system built that will better handle potential candidate matching. The project manager assigned to this project believes that the project is well-suited for AI, however they are unsure which pattern of AI this would be.
What should the project manager do?

A) Conduct a straw poll with stakeholders to determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
B) Move forward without determining which pattern of AI this falls under.
C) Determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
D) Pick an algorithm that seems best suited for the problem and then determine which pattern of AI it is based on the algorithm selected.

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

3. Recently your company has been getting a large number of spam emails and some employees have been clicking on these suspicious emails causing a headache for IT. The head of IT wants to create a more robust spam filter and your team has been tasked with this project. What type of algorithm would you select for this problem?

A) Regression
B) Clustering
C) Multiclass Classification
D) Binary (or Binomial) Classification

4. A hospital wants to develop a medical records system with the primary goal of minimizing or eliminating paper records. They have identified where the cognitive AI solution will be applied. In addition, business objectives have been quantified and key performance indicators (KPIs) have been determined.
What else needs to be done to progress to the next Cognitive Project Management for AI (CPMAI) phase?

A) Determine the project ROI
B) Create interdepartmental strategies
C) Explore external data sources
D) Begin prototype development

5. 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?

A) Pipelines are pattern needs specific so as long as it's the same pattern then you can reuse the pipeline.
B) Pipelines are model operationalization need specific.
C) Pipelines are pattern and model need specific.
D) There is no issue. Pipelines can be reused as needed between projects.

Solutions: