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

1. Your team is running a forecasting project and wants to use previous user data to better predict future outcomes. However your team doesn't have access to all the data it needs.
What's the best course of action?

A) Move ahead as planned and hope you get access to the data once you need it. Since you're using an iterative approach you can always go back to steps as needed later on.
B) Move ahead as planned so you stay on time with your project.
C) Cautiously move forward knowing you may need to pause mid-project which is ok.
D) Do not move forward until you have access to all the data you need.

2. Your team is working on a new project for finding the most optimal flow of warehouse robots on the warehouse floor. Which type of machine learning approach would be most appropriate to pick for this problem?

A) All would work equally well
B) Reinforcement Learning
C) Supervised Learning
D) Unsupervised Learning

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

4. Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm.
What type of algorithm is the best approach for this project?

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

5. You have been brought on to manage a recognition project, specifically an image recognition project, for an Autonomous Retail application. You know that you need to make sure you have sufficient data for this project.
What's the best way to approach this?

A) Take inventory of all data your company has and use the relevant data
B) Take all the existing data you have and apply it to this project
C) Take all the data your company has as well as purchase additional external data
D) Take inventory of all data your team has and use the relevant data

Solutions: