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[General] 2026 Useful Test CPMAI Guide | 100% Free CPMAI Training Tools

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【General】 2026 Useful Test CPMAI Guide | 100% Free CPMAI Training Tools

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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q58-Q63):NEW QUESTION # 58
You're testing your model and it is overly sensitive to the fluctuations of data and having trouble generalizing. What type of problem is this?
  • A. You are underfitting the data
  • B. You have selected the wrong algorithm
  • C. You have selected the wrong data
  • D. You are overfitting the data
Answer: D

NEW QUESTION # 59
A team is getting ready to begin working on a ML project. They need to build a data preparation pipeline and someone on the team suggests they reuse the same pipeline they created for their last project.
What's wrong with this suggestion?
  • A. Pipelines are pattern and model need specific.
  • B. Pipelines are model operationalization need specific.
  • C. Pipelines are pattern needs specific so as long as it's the same pattern then you can reuse the pipeline.
  • D. There is no issue. Pipelines can be reused as needed between projects.
Answer: A

NEW QUESTION # 60
You have been tasked with creating a model that will recommend products based on what other customers have similarly purchased. Which algorithm is the best choice given this situation?
  • A. Hyperpersonalization
  • B. K-means
  • C. Neural Network
  • D. K Nearest Neighbor
Answer: D

NEW QUESTION # 61
Clean, well-labeled datasets used for machine learning are partitioned into three subsets:
Training sets, Validation sets, and Test sets. As your team is doing this, what's the best way to split up this data?
  • A. Split by random subsampling
  • B. Split by alphabetical order
  • C. Use the same data for all sets
  • D. Split by patterned subsampling
Answer: A

NEW QUESTION # 62
A project manager meets with a customer for initial discussions about an upcoming project. At the end of the meeting, the customer asks the project manager for a rough estimate of the project duration. Based on her experience with three similar projects, the project manager provides an estimate of 8-10 months.
What's wrong with this timeframe?
  • A. It's not accounting for potential project delays
  • B. It's not accounting for data preparation timelines
  • C. It fits into a waterfall timeframe, but not an agile project timeframe
  • D. It's underestimating the project timeline by 3 months
Answer: A

NEW QUESTION # 63
......
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