Oversee AI/ML Model Technique(s) (e.g., Algorithm, Selection) PMI-CPMAI Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   Which problem is best suited for reinforcement learning?

   • AGrouping similar documents based on content without predefined topics
   • BClassifying images of animals into predefined categories
   • COptimizing a chess-playing AI that learns by playing games and receiving win/loss feedback
   • DPredicting house prices using historical data with known prices
   Reveal Solution Discussion Select an answer first
2. 22application · medium

   A data science team is debating between two model architectures for a new fraud detection system. The project manager needs to facilitate a decision that aligns with the project's goal of reducing false positives while maintaining high detection rates. What is the most effective action for the project manager?

   • ALet the data scientists decide independently without input.
   • BDefer the decision until after the model is deployed.
   • COrganize a meeting to discuss trade-offs and align on technical requirements.
   • DChoose the most complex architecture to ensure future scalability.
   Reveal Solution Discussion Select an answer first
4. 23foundation · easy

   During architecture coordination, what is a key activity for the project manager to ensure alignment?

   • AOrganizing regular meetings to discuss technical requirements and progress
   • BDeciding the final model architecture unilaterally
   • CWriting the project's data pipeline code
   • DSelecting the model's hyperparameters
   Reveal Solution Discussion Select an answer first
5. 24foundation · easy

   A project manager is coordinating with data scientists on the architecture of a new AI model. What is the primary role of the project manager in this coordination?

   • ATo write the model code
   • BTo dictate the specific algorithm to use
   • CTo approve the model architecture without consulting the team
   • DTo facilitate communication and ensure alignment with project goals
   Reveal Solution Discussion Select an answer first
6. 25foundation · easy

   A team is developing an AI system that controls a robotic arm to pick and place objects. The system must learn from trial and error to maximize the number of successful placements. Which learning approach is most appropriate?

   • AUnsupervised learning
   • BReinforcement learning
   • CSemi-supervised learning
   • DSupervised learning
   Reveal Solution Discussion Select an answer first