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AI-102 Exam Dumps - Microsoft Azure AI Engineer Associate Questions and Answers

Question # 34

You have an Azure loT hub that receives series data from machinery. You need to build an app that will perform the following actions:

• Perform anomaly detection across multiple correlated sensors

• Identify the root cause of process stops.

• Send incident alerts

The solution must minimize development time. Which Azure service should you use?

Options:

A.

Azure Metrics Advisor

B.

Form Recognizer

C.

Azure Machine teaming

D.

Anomaly Detector

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Question # 35

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 have an Azure Cognitive Search service.

During the past 12 months, query volume steadily increased.

You discover that some search query requests to the Cognitive Search service are being throttled.

You need to reduce the likelihood that search query requests are throttled.

Solution: You enable customer-managed key (CMK) encryption.

Does this meet the goal?

Options:

A.

Yes

B.

No

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Question # 36

You need to recommend a non-relational data store that is optimized for storing and retrieving text files, videos, audio streams, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file. Which type of data store should you recommend?

Options:

A.

columnar

B.

key/value

C.

document

D.

object

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Question # 37

You have an Azure subscription.

You need to deploy an Azure Al Document Intelligence resource.

How should you complete the Azure Resource Manager (ARM) template? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Question # 38

What should you use to build a Microsoft Power Bi paginated report?

Options:

A.

Power BI Report Builder

B.

Charciculator

C.

Power BI Desktop

D.

the Power BI service

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Question # 39

You build a Language Understanding model by using the Language Understanding portal.

You export the model as a JSON file as shown in the following sample.

To what does the Weather.Historic entity correspond in the utterance?

Options:

A.

by month

B.

chicago

C.

rain

D.

location

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Question # 40

You are building an app that will process incoming email and direct email messages to either French or English language support teams.

Which Azure Cognitive Services API should you use? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Question # 41

You train a Conversational Language Understanding model to understand the natural language input of users.

You need to evaluate the accuracy of the model before deploying it.

What are two methods you can use? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

From the language authoring REST endpoint, retrieve the model evaluation summary.

B.

From Language Studio, enable Active Learning, and then validate the utterances logged for review.

C.

From Language Studio, select Model performance.

D.

From the Azure portal, enable log collection in Log Analytics, and then analyze the logs.

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Question # 42

Which statement is an example of Data Manipulation Language (DML)?

Options:

A.

Revoke

B.

UPDATE

C.

DROP

D.

CREATE

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Question # 43

You have an Azure Subscription that contains an Azure OpenAI resource named AI1 and a user named User1.

You need to ensure that User1 can add custom data sources to AI1. The solution must follow the principle of least privilege.

Which role should you assign to User1?

Options:

A.

Search Service Contributor

B.

Cognitive Services OpenAI Contributor

C.

Cognitive Services Contributor

D.

Search index Data Contributor

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Exam Code: AI-102
Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Last Update: Feb 23, 2025
Questions: 324
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