Objective 1.5 Communicate with Stakeholders AIP-210 Practice Questions (Page 3)

Questions 11–15

1. 11foundation · easy

   When explaining a machine learning model to a non-technical business executive, which approach best communicates the concept of model accuracy?

   • AUsing a simple analogy, such as 'the model gets the right answer 9 out of 10 times'
   • BShowing a confusion matrix with true positives and false negatives
   • CDescribing the mathematical formula for precision and recall
   • DDiscussing the gradient descent optimization algorithm
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2. 12foundation · easy

   An AI project team is planning a new predictive maintenance system for manufacturing equipment. Which group represents the end-user stakeholders for this project?

   • AThe project sponsor who funds the initiative
   • BThe company's legal department
   • CThe data engineering team building the data pipelines
   • DMaintenance technicians who will use the system daily
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4. 13expert · medium

   A large retail company is planning an AI system to optimize product pricing. The project team has identified the following stakeholders: the pricing team, the finance department, and the IT department. However, they have not considered the customer service team, who will handle customer complaints about price changes. The project is in the early design phase. What is the most critical action?

   • AProceed with the current stakeholder list because pricing, finance, and IT cover all necessary perspectives.
   • BAdd the customer service team to the stakeholder list and gather their input on potential customer reactions.
   • CAsk the pricing team to represent the customer service team's interests.
   • DWait until the system is built to involve the customer service team.
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5. 14expert · hard

   A company is deploying an AI system to automate resume screening. The HR team is concerned that the system might be biased against certain candidates. The data science team has tested the model and found no significant bias. However, the HR team remains skeptical. What is the best way to manage their expectations and build trust?

   • ATell the HR team that bias is not a concern because the model is based on objective data.
   • BAssure the HR team that the model is unbiased because it was tested on a large dataset.
   • CAvoid discussing bias to prevent unnecessary worry.
   • DShare the bias testing methodology and results, and set up a process for ongoing monitoring and feedback.
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6. 15expert · hard

   A global company is developing an AI system for customer sentiment analysis. The project team is distributed across different time zones and includes data scientists, product managers, and regional marketing leads. The marketing leads have different opinions on what constitutes a 'positive' sentiment. What is the best way to facilitate collaboration?

   • ACreate a shared document where all stakeholders can contribute their definitions and vote on the final criteria.
   • BUse the product manager's definition because they have the final say.
   • CLet the data science team define the sentiment criteria because they understand the model best.
   • DSchedule a single meeting at a time that works for the majority and make a decision there.
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