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

1. You're running an AI project and want to speed up training of the model so that you can complete your current CPMAI iteration within the two week timeframe the team has set.
What's one approach to speed up model training?

A) Use Brute force method
B) Use data from a previous project
C) Use cloud-based technology
D) Use or extend a pre-trained model

2. A project team is tasked with ensuring all AI-related decisions and actions are documented comprehensively for future auditing purposes. They need to track the reasons for specific AI choices, their impacts, and any issues encountered during the implementation.
What is represented in this situation?

A) Strategic alignment
B) Compliance management
C) Operational efficiency
D) Transparency

3. You are working with a dataset that has a high number of dimensions. You're running into issues because some dimensions don't have enough real examples to properly train the systems for predictable results.
What's your best course of action?

A) Keep going as planned and the problem will eventually correct itself
B) Try to get additional information from project lead to see how many examples per dimension are needed
C) Try to improve the quality of your data through more preparation
D) Try to get additional data - at least 5 training examples for each dimension in the representation

4. A telecommunications company is adopting an AI-based customer service chatbot. They are concerned about potential quality issues affecting customer satisfaction.
What should the project manager do?

A) Set up a dedicated team to monitor and address quality issues
B) Conduct regular performance reviews and updates based on customer feedback
C) Develop a comprehensive quality assurance plan for the chatbot
D) Initiate a beta testing phase with a small group of customers

5. You're in charge of marketing at your organization and you've been tasked with using AI to help create marketing images. What's a good solution for this need?

A) Autonomous patterns and process automation
B) Decision tree and Random Forest approaches
C) Image and object detection and recognition systems
D) Generative AI solutions for content generation

Solutions: