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Microsoft AB-410 Exam Syllabus Topics:

Microsoft Building Intelligent Applications Sample Questions:

1. 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?

A) Reinforcement learning model
B) Classification model
C) Regression model
D) Clustering model

2. A company is designing a Power Platform solution that includes a model-driven app used by customer service representatives to manage support cases.
The company is evaluating which solution component to include in the app. The solution must meet the following requirements:
- Users must interact with system-generated responses while working
within forms and views.
- Responses must reflect the current data and context in the app.
- Users must remain within the app while interacting with the solution.
You need to recommend solution components for the app.
Which two components should you recommend? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A) Business rules
B) App assistant agent
C) Smart assist
D) Copilot Studio agent

3. A company builds a canvas app that processes images submitted by users and must classify them using an existing AI Builder model.
The app must generate predictions during user interaction.
You need to consume the AI model natively.
What should you do?

A) Export the solution which contains the model.
B) Reuse a previously stored prediction.
C) Retrain the model for each submission.
D) Call the model from app logic.

4. A company uses a Power Automate cloud flow to manage purchase approvals. Purchase orders will always be approved, rejected, or marked as escalated to a manager.
The company has the following requirements:
- Multiple approvers must be included in each approval request.
- Once approved, an email must be sent to the purchasing team that
confirms the outcome.
- The flow must not wait for remaining approvers after a decision is
reached.
You need to configure the approval.
Which three configurations should you use? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) Configure the approval type as Custom Responses - Wait for one response.
B) Assign multiple approvers in a single approval action.
C) Create separate approval actions for each approver in parallel branches.
D) Configure the approval type as Approve/Reject - First to respond.
E) Evaluate the approval outcome by using a condition.

5. An organization deploys an AI application handling customer information. The company must ensure transparency regarding AI-generated decisions and provide explanations to users. Which responsible AI principle applies?

A) Hardware optimization
B) Data duplication
C) Transparency
D) Compression efficiency

Solutions: