Microsoft AB-731 Exam Syllabus Topics:
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Reference: https://learn.microsoft.com/en-us/credentials/certifications/ai-transformation-leader/
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Microsoft AI Transformation Leader Sample Questions:
You plan to meet with a group of stakeholders to discuss how generative AI can benefit your company. You need to provide the stakeholders with a relevant description of generative AI during the meeting. Which description should you use?
- A. Generative AI is designed to recommend products based on user behavior.
- B. Generative AI is designed to predict future trends based on historical data.
- C. Generative AI is designed to generate responses based on a user ' s natural language prompts.
- D. Generative AI is designed to translate documents into other languages.
Correct Answer: C 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
You need to create an AI assistant for a public customer support portal. The assistant must answer customer questions and start follow-up actions. The solution must minimize development effort.
What should you use?
- A. Microsoft Security Copilot
- B. Microsoft Copilot Studio
- C. Microsoft 365 Copilot connectors only
- D. Microsoft 365 Copilot Chat
Correct Answer: B 🗳️
Which statement accurately describes the difference between a pretrained generative AI model and a fine- tuned generative AI model?
- A. A pretrained model requires labeled data, while a fine-tuned model does not.
- B. A pretrained model is trained on broad datasets, while a fine-tuned model is adapted to perform well on a narrower, domain-specific dataset.
- C. A pretrained model is faster to train than a fine-tuned model because the pretrained model uses fewer parameters.
- D. A pretrained model is optimized for a specific task, while a fine-tuned model is designed for general- purpose use.
Correct Answer: B 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation:
Answer Area
* Microsoft 365 Copilot connectors enable you to index data from multiple sources to make the data available in Copilot. Answer: Yes
* You can build a custom Microsoft 365 Copilot connector when the available connectors do NOT meet your data integration requirements. Answer: Yes
* To use Microsoft 365 Copilot connectors, you need a Microsoft Copilot Studio license. answer: No
* Yes - Microsoft 365 Copilot connectors (including synced connectors) are designed to bring external data into Microsoft Graph so it can be semantically indexed and surfaced in Microsoft 365 Copilot experiences. Microsoft explicitly states that synced connectors ingest/crawl content into Microsoft Graph where it's indexed and then available for Copilot prompts and citations.
* Yes - When Microsoft-provided connectors don't meet integration needs, organizations can create custom connectors (often referred to as Microsoft Graph connectors / custom connector development) to connect other data sources. This is a common extensibility path to index line-of-business repositories and make that content discoverable via Copilot and Microsoft Search.
* No - Using Microsoft 365 Copilot connectors does not require a Copilot Studio license. Connectors are generally configured and managed in Microsoft 365 admin/search experiences, and Microsoft's licensing guidance indicates that users can view connector data in Microsoft 365 Copilot and Microsoft Search with valid Microsoft 365/Office 365 licensing-Copilot Studio licensing is about building agents in Copilot Studio, not a prerequisite to use connectors.
Your company uses a fine-tuned generative AI solution trained on data that is representative of the general population. You discover that some of the generated responses include inappropriate or exclusionary language based on ableist assumptions. You need to prevent the inappropriate responses. Your solution must minimize costs. What should you do?
- A. Apply a content-moderation filter.
- B. Create a new version of the solution that is trained on only exclusionary content.
- C. Create a new version of the solution that is trained on only inclusive and representative content.
- D. Apply a newer version of the generative AI model.
Correct Answer: A 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
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