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

1. You have been tasked at your organization to manage a large language model (LLM) project.
Identify what LLMs are useful for. (Select all that apply.)

A) Machine Translation
B) Improve search quality
C) Classify and categorize content
D) Code generation
E) Process automation
F) Text summarization

2. Your team has created a model that is going to be used for monitoring systems and it needs to provide analysis on a weekly basis. What's the most appropriate Model Operationalization approach?

A) Batch prediction
B) Web service / Microservice
C) Real-time prediction
D) Stream learning

3. Your organization wants to use Generative AI. What are examples of when Generative AI can and should be used? (Select all that apply.)

A) Explainable Decision-support systems
B) Human Augmentation
C) Virtual Avatars and Characters
D) Data Augmentation for Training
E) Programmatic automated content generation
F) Content Generation

4. 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) Responsible AI
B) Explainable AI
C) Governed AI
D) Transparent AI

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

Solutions: