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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q94-Q99):
NEW QUESTION # 94
Using machine learning and other cognitive approaches to understand how to take past/existing behavior and predict future outcomes or help humans make decisions about future outcomes using insight learned from past behavior/interactions/data is a core part to which pattern(s) of AI?
- A. Predictive Analytics & Decision Support
- B. Goal Driven Systems
- C. Predictive Analytics & Decision Support and Patterns and Anomalies
- D. Recognition Pattern
Answer: A
NEW QUESTION # 95
You're working on a computer vision application and realize that you do not have enough real world data for the project. You need additional data created to support your training needs.
Specifically, the images you need are of people in different poses. What is the best way to obtain this data?
- A. Make use of Synthetic Training Data
- B. Make use of data from different departments
- C. Make use of this data from surveillance footage
- D. Make use of this data by having employees pose in the positions required
Answer: A
NEW QUESTION # 96
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. Use the same data for all sets
- B. Split by random subsampling
- C. Split by patterned subsampling
- D. Split by alphabetical order
Answer: B
NEW QUESTION # 97
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. Biased data sets leading to algorithmic discrimination
- C. Data privacy issues leading to data sharing concerns
- D. Generative AI models hallucinating data results
Answer: B
NEW QUESTION # 98
An AI project team has completed an AI go/no-go assessment. They have discovered several technology and data factors to be insufficient.
Which action should occur?
- A. Verify data quality and stakeholder alignment
- B. Launch the AI project without further assessment
- C. Focus solely on technology upgrades, not data
- D. Proceed with development despite data issues
Answer: A
NEW QUESTION # 99
......
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