Microsoft AB-731 Online Practice Questions and Exam Preparation

Microsoft AB-731 Online Questions & Answers

• Question 41:

  A retail company wants to use AI to create personalized product descriptions for several customer segments. The company needs the solution to produce new marketing text from natural language instructions.

  Which type of AI capability best matches the requirement?

  A. Generative AI
  B. Anomaly detection
  C. Regression analysis
  D. Optical character recognition
  A. Generative AI

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  Explanation

  Producing new personalized marketing text from natural language instructions is generative AI. Anomaly detection, regression, and OCR analyze existing data or extract text; they do not create the requested content.

• Question 42:

  HOTSPOT

  You are evaluating Azure Vision in Foundry Tools for several business scenarios. The organization wants to understand which tasks can be supported by vision-based AI capabilities.

  For each of the following statements, select Yes if the statement is true. Otherwise, select No.

  NOTE: Each correct selection is worth one point.

  

  

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  The answer image should be Yes, Yes, and No. Azure Vision can identify visual defects and recognize shipping-label content, but extracting text from Word files is not a vision-only task.

• Question 43:

  You have a business unit that uses an AI solution to process loan applications.

  You discover that the solution rejects the application of all applicants that are older than 60 years of age.

  Which Microsoft responsible AI principle is this violating?

  A. accountability
  B. transparency
  C. reliability and safety
  D. fairness
  D. fairness

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  Explanation

  Rejecting all applicants above a certain age is an unfair outcome because it treats a protected group differently without an individualized basis. The issue is discriminatory allocation of opportunity, which maps to the fairness principle.

• Question 44:

  HOTSPOT

  You are helping users improve the quality of responses generated by a generative AI solution. The users need to understand the benefit of writing better prompts.

  Select the answer that correctly completes the sentence.

  

  

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  The answer image selects accuracy and relevance of AI-generated responses. Better prompts provide context, examples, and constraints that make generated responses more useful; they do not increase storage capacity or train the model.

• Question 45:

  In which scenario is Azure Machine Learning most likely to deliver strategic value for an organization?

  A. Using historical sales data to forecast demand across product categories.
  B. Digitizing a paper-based process to reduce errors.
  C. Entering customer feedback into a spreadsheet to understand sentiment.
  D. Sending personalized emails to customers based on the customer location.
  A. Using historical sales data to forecast demand across product categories.

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  Explanation

  Forecasting demand from historical sales data is a predictive machine learning use case. Digitizing paper, manual spreadsheet entry, or sending location-based email is process automation or simple personalization, not the strategic predictive modeling scenario described.

• Question 46:

  Your company sells hiking and camping gear online.

  You need a generative AI solution that can interact with customers and ask questions about their needs.

  What should you include in the solution?

  A. a chatbot
  B. predictive AI
  C. computer vision
  D. a recommendation engine
  A. a chatbot

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  Explanation

  The requirement is conversational interaction with customers, including asking questions about their needs. A chatbot or agent is the direct solution; predictive AI, computer vision, and recommendation engines do not provide the full conversation flow on their own.

• Question 47:

  HOTSPOT

  An organization is planning an AI adoption initiative. The organization wants to identify common barriers to adoption and the factors that improve the success of AI projects.

  For each of the following statements, select Yes if the statement is true. Otherwise, select No.

  NOTE: Each correct selection is worth one point.

  

  

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  The answer image marks all three adoption statements as Yes. Lack of trust is a common adoption barrier, high-quality data is often underestimated, and adoption is strongest when business and compliance stakeholders are involved.

• Question 48:

  A company is choosing Microsoft AI solutions for several business needs.

  Which two pairings are correct?

  A. Microsoft 365 Copilot - summarize and draft content in Word, Outlook, and Teams by using permitted work data
  B. Microsoft Copilot Studio - build a custom agent that automates a departmental request process
  C. Microsoft Purview eDiscovery - train a custom foundation model for customer service
  D. Azure Cost Management - create grounded responses from SharePoint documents
  A. Microsoft 365 Copilot - summarize and draft content in Word, Outlook, and Teams by using permitted work data
  B. Microsoft Copilot Studio - build a custom agent that automates a departmental request process

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  Explanation

  Microsoft 365 Copilot helps users draft and summarize content in Microsoft 365 apps using permitted work data, while Copilot Studio builds custom agents for departmental processes. eDiscovery and Cost Management do not train foundation models or ground SharePoint responses.

• Question 49:

  HOTSPOT

  A company plans to use Microsoft 365 Copilot to improve employee productivity. The company wants to understand which tasks Microsoft 365 Copilot can assist with across Microsoft 365 apps.

  For each of the following statements, select Yes if the statement is true. Otherwise, select No.

  NOTE: Each correct selection is worth one point.

  

  

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  The answer image marks all three statements as Yes. Microsoft 365 Copilot can help compose email, analyze spreadsheet content, and summarize recent work across documents, spreadsheets, and presentations when permissions allow.

• Question 50:

  Your company sells hiking and camping gear online.

  You need a generative AI solution that can interact with customers, ask questions about their needs, and escalate to a human agent if necessary.

  What solution should you use?

  A. a chatbot
  B. predictive AI
  C. a recommendation engine
  D. computer vision
  A. a chatbot

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  Explanation

  A chatbot or agent can hold a natural language conversation, ask follow-up questions, and escalate to a human when needed. Predictive analytics, recommendation engines, and computer vision do not provide that conversational service workflow by themselves.