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The second version is the web-based format of the Building Intelligent Applications (AB-410) practice test. Browsers such as Internet Explorer, Microsoft Edge, Firefox, Safari, and Chrome support the web-based practice exam. You don't have to install excessive plugins or software to attempt this Building Intelligent Applications (AB-410) practice test.

Microsoft AB-410 Exam Syllabus Topics:

SectionObjectives
Governance and application lifecycle management- Responsible AI and ALM
  • 1. Implement responsible AI practices
  • 2. Manage application lifecycle and deployment
  • 3. Apply governance and security controls
Implement automation and orchestration- Process automation
  • 1. Coordinate apps, agents, and AI models
  • 2. Automate business workflows
Embed agents and AI experiences- Agent integration
  • 1. Build agent-first user experiences
  • 2. Embed Copilot Studio agents into applications
Design intelligent applications with Copilot and natural language- AI-first application design
  • 1. Use Copilot capabilities to design solutions
  • 2. Leverage natural language experiences in application development
Build intelligent applications on Microsoft Power Platform- Application development
  • 1. Create AI-powered business applications
  • 2. Integrate AI models into applications

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Microsoft Building Intelligent Applications Sample Questions (Q33-Q38):

NEW QUESTION # 33
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: A

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 # 34
You are configuring a dashboard in a model-driven app for sales managers. The dashboard displays opportunity pipeline data from the Opportunities table.
The company requires the following functionality:
# Show how each sales stage contributes to the total pipeline for each sales region.
# Ensure a newly created chart is available to users in the app.
# Use the My Open Opportunities dataset when the dashboard component loads.
# Prevent users from switching to a different chart at runtime.
You need to create and configure the chart and dashboard component.
How should you configure the requirements? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:
Regional contribution - Stacked column chart; Publish chart in app - Select the chart for the table in app designer; Initial dataset - Set the Default View; Prevent chart switching - Clear Display Chart Selection

A stacked column chart is appropriate because each regional column can display the sales-stage segments that compose the region's total pipeline, making both overall magnitude and stage contribution visible. A standard column chart would compare separate values but would not show composition in the same bar, while a pie chart does not compare multiple regional totals effectively. The chart must be selected for the Opportunities table in the app designer so it becomes part of the model-driven app package available to users. The dashboard component's Default View should be set to My Open Opportunities so that dataset loads initially.
To prevent runtime chart switching, Display Chart Selection must be cleared; otherwise users can choose another available chart. "Default Chart" determines which chart opens first but does not prevent selection of others. The maker should verify that the chosen view and chart are shared through the app and that users have privileges to the underlying opportunity records. The Study Guide explicitly covers "create and configure model-driven app charts and dashboards." These four settings govern visualization type, app inclusion, initial data context, and runtime choice independently.
Study Guide reference/topic: "Create model-driven apps - Create and configure charts and dashboards." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 35
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 # 36
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result these questions will not appear in the review screen.
You administer the Microsoft 365 and Microsoft Power Platform environments for Contoso, Ltd. The company has a model-driven app that is used to track customer interactions with employees. The app uses standard table types for customers. A user named Elisabeth Rice signs in to the app by using the following sign in name: Elisabeth.Rice@contoso.com. After marriage, Elisabeth changes her legal name to Elisabeth Mueller.
You need to update the sign in name for the user without losing any application history.
Solution: From Dynamics 365 Settings, select Email Configuration. In the active mailbox for the user, update the name .
Does the solution meet the goal?

Answer: B

Explanation:
Updating the active mailbox name under Dynamics 365 email configuration does not change the user's sign- in name. A mailbox row stores email-processing configuration associated with a user or queue; it is not the authority for Microsoft 365 credentials or the Microsoft Entra user principal name. Changing mailbox details would therefore leave Elisabeth.Rice@contoso.com as the actual identity used for authentication and would not satisfy the legal-name sign-in requirement. The existing Microsoft 365 account must be renamed by an identity administrator so the same directory object is preserved. Dataverse can then synchronize the updated identity while retaining row ownership, security associations, and historical activities. Mailbox settings may need review afterward if the primary SMTP address changes, but that is a follow-up configuration rather than the identity change itself. The Study Guide's audience profile explicitly describes collaboration with environment and security administrators for identity and authentication, and "configure security" remains part of Build data models. Since the proposed mailbox-only change acts on the wrong component, the correct answer is No.
Study Guide reference/topic: "Build data models - Configure security." AB-410 Study Guide | Microsoft Learn technical reference


NEW QUESTION # 37
A company uses Dataverse to manage customer accounts and related transaction records.
The company requires the following functionality:
- Reference a single related record without performing any
aggregations.
- Store the relationship as part of the table definition, so the
platform automatically maintains the link between records.
You need to configure a column.
Which type of column should you configure?

Answer: A

Explanation:
A Lookup column is the best fit for the requirements.
A Lookup column specifically establishes a direct, unaggregated relationship between two records. By adding a Lookup column to a table, Dataverse automatically defines a formal one-to- many table relationship, ensuring the platform consistently maintains the link and enforces data integrity.
Reference:
https://www.esamatic.it/technologies/power-platform/dataverse/relationships


NEW QUESTION # 38
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