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

1. One of the key elements of a data-centric methodology is the data requirements phase. During CPMAI Phase II, several unexpected issues have developed and are now threatening the data collection efforts.
What course of action might make the issue worse?

A) See if you can purchase the data needed to continue with the project
B) See if you already have access to enough data to continue with the project
C) See if you can expand the scope to continue with the project
D) See if you can adjust the scope of this interaction to continue with the project

2. Your team is working on an AI-enabled chatbot to be placed on the website. The goal of the chatbot is to be able to answer questions 24/7 to service clients around the globe. When evaluating your data you realize you don't have enough data to train the model.
What's the best course of action?

A) Ask your customer service team to generate additional data for you to use for the project
B) Use the data that you have and keep the project moving
C) Research what Third-Party Models are available and purchase them to keep the project moving
D) Do not move forward with the project

3. An IT services company is working on a project to develop an AI-based customer support system.
During data preparation, the project manager needs to clean and transform customer interaction logs.
What is an effective technique to handle any missing data?

A) Ignore missing data if it seems insignificant
B) Duplicate existing data to fill in missing gaps
C) Remove records with missing values if minimal
D) Fill missing values with zeros without analysis

4. Your team is running a simulation-based optimization exercise to increase routing efficiency.
Learning for this exercise is done through "trial and error".
Which type of machine learning approach is being leveraged for this exercise?

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

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

Solutions: