Quiz 2026 PMI CPMAI: Valid Cognitive Project Management in AI (PMI-CPMAI) New Questions
%20New%20Questions)
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| Section | Weight | Objectives |
|---|
| Identify Business Needs and Solutions | 26% | - Define requirements, scope, and success criteria - Evaluate feasibility and value of AI solutions - Align AI initiatives with organizational strategy
|
| Manage AI Model Development and Evaluation | 16% | - Monitor performance, accuracy, and reliability - Oversee model design, training, and validation - Address model drift, explainability, and limitations
|
| Support Responsible and Trustworthy AI Efforts | 15% | - Ensure fairness, transparency, accountability - Manage bias, risk, compliance, and societal impact - Establish ethical and governance frameworks
|
| Operationalize AI Solution | 17% | - Establish monitoring, maintenance, and improvement processes - Deploy AI systems into production - Manage change, adoption, and governance post-launch
|
| Identify Data Needs | 26% | - Define data requirements and sources - Plan data collection, storage, and infrastructure - Ensure data quality, privacy, security, and compliance
|
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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions (Q71-Q76):
NEW QUESTION # 71
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 overfitting the data
- B. You are underfitting the data
- C. You have selected the wrong data
- D. You have selected the wrong algorithm
Answer: A
NEW QUESTION # 72
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. Recognition Pattern
- B. Predictive Analytics & Decision Support and Patterns and Anomalies
- C. Predictive Analytics & Decision Support
- D. Goal Driven Systems
Answer: C
NEW QUESTION # 73
A telecommunications company is preparing data for an AI tool. The project team needs to ensure the data is in the right shape and format for model training. In addition, they are working with a mix of structured and unstructured data. Which method will address the project team's objectives?
- A. Converting unstructured data into structured formats
- B. Separating structured and unstructured data into different databases
- C. Using a hybrid storage system for both data types
- D. Employing a data transformation tool to standardize formats
Answer: D
Explanation:
Employing a data transformation tool helps standardize structured and unstructured data into consistent shapes, formats, and representations that can be used effectively for model training.
NEW QUESTION # 74
A company is developing a chatbot that can address user queries 24/7 without human intervention. Which AI capability should be implemented?
- A. Recognition
- B. Conversational
- C. Predictive analytics
- D. Goal-driven systems
Answer: B
Explanation:
Conversational AI enables a chatbot to understand user inputs, interpret intent, generate appropriate responses, and maintain interactions continuously without requiring human intervention.
NEW QUESTION # 75
Your team has been asked to summarize and highlight patterns in historical purchasing data, identifying prior performance metrics and patterns. What type of analytics is most appropriate to apply for this need?
- A. Predictive Analytics
- B. Descriptive Analytics
- C. Projective Analytics
- D. Diagnostic Analytics
Answer: B
Explanation:
Descriptive analytics focuses on summarizing historical data to identify patterns and performance metrics, providing insights into past behaviors.
NEW QUESTION # 76
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