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

1. Your team is working on a new loan decision model that takes a number of factors and data points into consideration and then automatically approves or denies a loan. After a month in operation someone does a review and notices that the system is denying a large number of loans from a certain demographic when all other factors from people in other regions (such as age, salary, and credit score) are the same.
What is most likely happening here?

A) Nothing is wrong, algorithmic decisions will never be 100%
B) Data privacy issues leading to data sharing concerns
C) Biased data sets leading to algorithmic discrimination
D) Generative AI models hallucinating data results

2. Senior management has tasked your group to analyze a data set to uncover insights into the dat

A) What is the best approach to use to do this?
B) Data Mining or Data Analytics
C) Data Governance
D) Data preparation
E) Data Integration

3. A project manager is reviewing the performance of an AI model used for predictive analytics in sales. The model's accuracy is within acceptable limits; however, its precision is low.
What is the cause for the precision issue?

A) The feature selection process is flawed
B) The model is underfitting the validation data
C) The training data is unbalanced
D) The model is overfitting the training data

4. Your team is using a neural network algorithm to generate a Machine Learning Model. What specific artifacts need to be included? (Select all that apply.)

A) Bias-variance tradeoff
B) The algorithm code
C) Supporting training data
D) Hyperparameter settings

5. Your team is working on a new facial recognition application. Since this technology has the potential to be mis-used you think it's important to set guidelines for the proper use of this application and you want to make sure the AI system is built for some positive purpose. What area of Trustworthy AI does this best fall under?

A) Explainable AI
B) Responsible AI
C) Governed AI
D) Transparent AI

Solutions: