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PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification Exam Sample Questions (Q98-Q103):
NEW QUESTION # 98
The team is evaluating where the sources of the data for training are. What phase of CPMAI are they in?
- A. Phase III
- B. Phase V
- C. Phase II
- D. Phase I
- E. Phase IV
- F. Phase VI
Answer: C
Explanation:
Phase II, Data Understanding, is explicitly focused on identifying data needs and sources-including
"Identify appropriate datasets for machine learning" and "Evaluate training data requirements" under the Managing the Data Understanding Phase tasks. This is the phase where teams determine where and how they will collect the training data .
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NEW QUESTION # 99
You are establishing the data requirements for the project. Which of the following tasks is the least likely to impact data requirements?
- A. The quality of the data you collect
- B. The volume of the data you collect
- C. The makeup of your data team
- D. The location/source of your data collection
Answer: C
Explanation:
In Phase II: Data Understanding, CPMAI's Generic Task Groups focus on:
Collecting initial data (identifying sources and volumes) and describing data (location/source) .
Verifying data quality to ensure completeness and correctness .
Team composition (the makeup of your data team) is addressed earlier under Phase I: Assess Situation, not during the Data Understanding phase where data requirements (quality, volume, source) are determined.
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NEW QUESTION # 100
During CPMAI Phase II of your project, your team is going through their data collection needs. One team member wants to make use of pre-trained models while another member is adamantly against it.
As the project lead, what should you do?
- A. Have one team build all models in-house and the other team use pre-trained models and see which team' s models perform better.
- B. Evaluate your data and see if using pre-trained models make sense. If so, have the team do research to find the ones that best suit your project.
- C. Evaluate your data and use only what you have and build all models in house.
- D. Evaluate your data and see if using pre-trained models make sense. If so, have the team see what pre- trained models your company already owns and use those.
Answer: B
Explanation:
The Pre-Trained and Third-Party Model Usage task in Phase II: Data Understanding directs teams to first assess whether external or foundation models are appropriate given the current data and objectives. If so, they should then research and select the specific pre-trained models that best align with the project's domain, performance needs, and integration constraints. This ensures suitability before committing to fine-tuning or ensemble strategies.
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NEW QUESTION # 101
Your team is working on a project and is running into some issues. You need someone on the team who is able to solve problems in environments of uncertainty, can deal with failure, and has the math and data visualization skills needed to communicate the results with others so the issues can get resolved.
- A. Project Manager
- B. Citizen Data Scientist
- C. Data Engineer
- D. Data Scientist
Answer: D
Explanation:
CPMAI defines a Data Scientist as the role responsible for "formulating data-driven hypotheses, selecting and applying statistical algorithms, interpreting model results, and communicating insights to stakeholders," all of which require critical thinking under uncertainty, advanced mathematics, and strong data-visualization skills .
=========
NEW QUESTION # 102
Your team is looking for a short term ROI project and decides that an AI-enabled chatbot will be the project to start with. During Phase I of CPMAI you go through the AI Go/No Go decision chart and realize that you have not answered yes to all the business feasibility questions. You and the team have not determined a clear problem definition.
What's the best course of action with how to proceed?
- A. Do not move forward until you can determine a clear problem definition.
- B. Cautiously move forward as planned. You do not need to answer yes to all the questions in the AI Go
/No Go decision chart to start your project. - C. Move forward with the project as planned. The problem definition will become clear later on in the project.
- D. Do not move forward and cancel the project altogether.
Answer: A
Explanation:
In Phase I's AI Go/No Go task group, the Business Feasibility step mandates that every business-feasibility question-including a clear problem definition-must be answered "Go" before proceeding. If any critical feasibility criteria remain unanswered or "No Go," the project must pause and resolve those uncertainties rather than advance prematurely.
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NEW QUESTION # 103
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