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| Section | Objectives |
|---|---|
| Topic 1: Design intelligent applications with Copilot and natural language | - AI-first application design
|
| Topic 2: Implement automation and orchestration | - Process automation
|
| Topic 3: Embed agents and AI experiences | - Agent integration
|
| Topic 4: Build intelligent applications on Microsoft Power Platform | - Application development
|
| Topic 5: Governance and application lifecycle management | - Responsible AI and ALM
|
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NEW QUESTION # 37
A developer needs an AI model to classify incoming emails into categories such as billing, technical support, and complaints. The categories are predefined and training examples are available. Which machine learning approach is appropriate?
Answer: D
Explanation:
Classification models assign data into predefined categories based on learned patterns. Email routing scenarios commonly use supervised classification because labeled examples exist.
Clustering is used when categories are unknown, regression predicts numerical values, and reinforcement learning focuses on decision-making through rewards rather than direct category assignment.
NEW QUESTION # 38
A remote Power Apps user experiences an issue with a canvas app. The issue cannot be reproduced locally.
You must analyze the issue in near real-time. Session data must be available for later review.
You need to troubleshoot the canvas app by using Monitor.
How should you troubleshoot the app? To answer, select the appropriate options in the answer area. NOTE:
Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Monitor remote execution - Use the Connect user feature; Retain session for review - Download the Monitor session file
The maker should use Monitor's Connect user feature to observe events from the remote user's live app session. The user opens the supplied connection, runs the problematic scenario, and Monitor streams network calls, formula evaluations, errors, and other diagnostics to the maker in near real time. This is preferable to attempting to reproduce a device- or account-specific issue locally. To retain evidence for later review or escalation, the maker downloads the Monitor session file. The file can be reopened and analyzed without requiring the user to repeat the failure. Test Studio automates test cases but does not attach to a remote interactive session. The App access checker diagnoses model-driven app entitlement rather than canvas-app runtime behavior. Application Insights can provide broader telemetry where instrumented, but it is not the required Monitor-session workflow in the answer area. Sensitive data visible in events should be handled according to organizational policy. The Study Guide explicitly lists "test canvas apps, including using Monitor." Connect user plus session download covers the live and retained-analysis requirements respectively.
Study Guide reference/topic: "Create canvas apps - Test canvas apps, including using Monitor." AB-410 Study Guide | Microsoft Learn technical reference
NEW QUESTION # 39
A company uses a Dataverse table to manage support cases.
You must provide employees with a summary of case information derived from multiple columns without requiring a manual review of the data.
The solution has the following requirements:
- Generate a case summary following the given instructions.
- Include the context of the current record in the generated output.
You need to configure the solution.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Answer: A,C
Explanation:
To configure this project, you need to select the following two actions: Create the column by using the prompt data type and Define a prompt that references the case fields.
Create the column by using the prompt data type: Microsoft Dataverse includes an "AI-generated text" column type (powered by GPT) which uses the prompt data type. This allows you to generate automated text summarizing multiple columns based on a specific template without needing manual data reviews.
Define a prompt that references the case fields: To ground the AI model and include the context of the current record, you must author a prompt instruction that dynamically injects the specific case columns (like description, priority, and status) into the prompt body.
Reference:
https://learn.microsoft.com/en-us/power-apps/maker/data-platform/prompt-column
NEW QUESTION # 40
Fabrikam Inc. uses Microsoft Power Platform to manage maintenance activities for its wind and solar farms.
Field technicians currently use an outdated mobile application to record maintenance activities and asset readings in SharePoint Online.
The company plans to replace the application with a solution that must:
- Support responsive design and provide full control over the user interface.
- Allow technicians to take and upload photographs directly from mobile devices.
- Store information in a scalable, cloud-based relational database.
- Support efficient data entry and display work orders in a gallery.
You need to develop an app that meets the business requirements.
Which three actions should you perform in sequence?
Exhibit:
Answer:
Explanation:
Explanation:
Select Dataverse as the data source # Create a canvas app # Publish the app.
Microsoft Power Apps canvas applications provide extensive control over application layout, responsiveness, and interaction with mobile device capabilities. Fabrikam requires a mobile application that supports image capture, technician-specific information, and maintenance work orders displayed in galleries. A canvas app is therefore the appropriate application type. Microsoft Dataverse provides scalable cloud-based relational storage, including tables, relationships, security roles, and business rules. The implementation begins by selecting Dataverse as the intended data platform, followed by creating the canvas app and configuring its data connections, galleries, forms, and camera or attachment capabilities. After development and testing, the app must be published so the latest saved version becomes available to authorized users. This architecture supports centralized information management, mobile usability, and future extensibility through Microsoft Power Platform.
NEW QUESTION # 41
You are building a Power Automate cloud flow for an approval process that includes multiple dependent actions.
You must meet the following requirements:
- Notify the support team if any step fails.
- Configure error handling for the approval process.
You need to configure error handling.
Which action should you use?
Answer: A
Explanation:
Microsoft Power Automate provides Scope actions for grouping related workflow operations and implementing structured error handling. A Scope acts as a container that can include multiple dependent approval actions, allowing the flow to monitor their collective execution status. Developers can implement a Try-Catch-Finally pattern by placing normal processing actions within one Scope and creating another Scope for error handling. The Configure run after setting determines when the error-handling Scope executes, including when the preceding Scope fails, times out, or is skipped. Within the error-handling Scope, developers can send email or Microsoft Teams notifications to the support team and record relevant diagnostic information. The result function can help retrieve the execution results of actions inside a Scope.
This approach improves workflow reliability, provides centralized failure management, and helps administrators investigate unsuccessful approval processes.
NEW QUESTION # 42
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