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Microsoft AI-901 Microsoft Azure AI Fundamentals (Updated Version) Exam Practice Test

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Total 130 questions

Microsoft Azure AI Fundamentals (Updated Version) Questions and Answers

Question 1

For each of the following statement1, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 1

Options:

Question 2

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 2

Options:

Question 3

Select the answer that correctly complete the sentence.

Question # 3

Options:

Question 4

You have a Microsoft Foundry project that contains an agent named Agent1.

You need to ensure that Agent1 always calls an Azure function when the agent responds to user input.

To what should you set tool_choice for Agent1?

Options:

A.

auto

B.

none

C.

required

Question 5

Select the answer that correctly completes the sentence.

Question # 5

Options:

Question 6

You have the following REST API request.

Question # 6

Which Azure OpenAI model should you use to process the request?

Options:

A.

DALL-E

B.

Codex

C.

GPT-4.1

D.

Whisper

Question 7

Select the answer that correctly completes the sentence.

Question # 7

Options:

Question 8

Select the answer that correctly completes the sentence.

Question # 8

Options:

Question 9

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 9

Options:

Question 10

You use natural language processing to process text from a Microsoft news story. You receive the output shown in the following table.

Question # 10

Which type of natural language processing was performed?

Options:

A.

entity recognition

B.

translation

C.

key phrase extraction

D.

sentiment analysis

Question 11

For each of the following statements, select Yes if the statement is true. Otherwise, select

NOTE Each correct selection is worth one point.

Question # 11

Options:

Question 12

For each of the following statements, select if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 12

Options:

Question 13

Select the answer that correctly completes the sentence.

Question # 13

Options:

Question 14

You are reviewing best practices for using AI at your company.

Which Microsoft responsible AI principle is each task an example of? To answer, drag the appropriate principles to the correct tasks. Each task may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct match is worth one point.

Question # 14

Options:

Question 15

You have a Microsoft Foundry project that has a generative AI model deployment.

You need to ensure that responses generated by the model minimize costs and remain within a defined length.

Which parameter should you configure?

Options:

A.

Temperature

B.

Max Completion Tokens

C.

Top P

D.

Model version settings

Question 16

You are developing a simple application that uses the Microsoft Foundry SDK to send chat prompts to a model.

Which three elements should you provide in the code to run the application? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

the model deployment name

B.

credentials

C.

the endpoint URL

D.

the task type

E.

the Foundry project display name

Question 17

You are developing an application that processes voicemail recordings by using Azure Content Understanding in Foundry Tools.

Which feature does Azure Content Understanding use to convert audio to text?

Options:

A.

Voice Live

B.

key phrase extraction

C.

transcription

D.

optical character recognition (OCR)

Question 18

Select the answer that correctly completes the sentence.

Question # 18

Options:

Question 19

Select the answer that correctly completes the sentence.

Question # 19

Options:

Question 20

You are developing an application that analyzes voicemail recordings by using Azure Content Understanding in Foundry Tools.

You need to extract a transcript and structured information from the recordings.

Which type of analyzer should you use?

Options:

A.

document analyzer

B.

video analyzer

C.

audio analyzer

D.

image analyzer

Question 21

You have a Microsoft Foundry project that contains a vision-enabled model deployment.

You are developing an application that sends images to the model.

You need to ensure that the model can analyze the images.

In which two formats can you provide the images? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

a JSON document that describes the image content

B.

a UTF-8 encoded text description of the image

C.

a publicly accessible URL of the image

D.

a base64 encoded image data string

Question 22

Select the answer that correctly completes the sentence.

Question # 22

Options:

Question 23

You are developing an application that continuously transcribes speech from a default microphone by using Azure Speech in Microsoft Foundry Tools.

You need to perform speech-to-text transcription from the microphone.

Which Python class should you use?

Options:

A.

SpeechSynthesizer

B.

AudioOutputConfig

C.

SpeechRecognizer

D.

SpeechConfig

Question 24

Match the principles of responsible Al to the appropriate descriptions.

To answer, drag the appropriate principle from the column on the left to its description on the light. Each principle may be used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

Question # 24

Options:

Question 25

Which statement is an example of a Microsoft responsible Al principle?

Options:

A.

Al systems must protect the interests of the company.

B.

Al systems must be understandable.

C.

Al systems must use only publicly available data.

D.

Al systems must keep personal details public.

Question 26

Select the answer that correctly complete the sentence.

Question # 26

Options:

Question 27

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 27

Options:

Question 28

Select the answer that correctly completes the sentence.

Question # 28

Options:

Question 29

You are developing an application that uses the Azure Language SDK and a Microsoft Foundry resource.

You need to return a list of important topics from unstructured text.

Which Python method should you use?

Options:

A.

client.recognize_linked_entities()

B.

client.recognize_entities()

C.

client.begin_extract_summary()

D.

client.extract_key_phrases()

Question 30

You have a Microsoft Foundry project that contains a vision-enabled GPT model deployment

You need to develop an application that sends an image and a text question to the model in a single request.

What should you use?

Options:

A.

the Image Analysis REST API

B.

the Azure OpenAI Responses API

C.

the Alure OpenAI Images API endpoint only

D.

the Speech to text REST API

Question 31

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 31

Options:

Question 32

You have a multimodal model deployed in Microsoft Foundry

You need to configure the model to analyze an image and provide both a written summary and an audio summary of the image.

What is the minimum number of user prompts that should be sent to the model?

Options:

A.

1

B.

2

C.

3

D.

A

Question 33

You deploy a model named gpt-image-1 in Microsoft Foundry.

You need to ensure that an application can generate an image from a user prompt by using the OpenAI Images API.

How should you complete the Python code? To answer, select the appropriate option in the answer area.

NOTE: Each correct selection is worth one point.

Question # 33

Options:

Question 34

You have a Microsoft Foundry project that contains a generative AI model deployment.

You test the model by using the Foundry playground.

You need to develop an application that sends requests to the deployed model.

Which information must the application include to call the model?

Options:

A.

The model training dataset

B.

The Foundry project display name

C.

The exported playground session history

D.

The model endpoint and authentication credentials

Question 35

You need to build an AI solution that responds to user queries with detailed written explanations.

Which type of AI model should you use?

Options:

A.

a speech recognition model

B.

an embedding model

C.

an image generation model

D.

a text generation model

Question 36

You need to compare the costs of large language models (LLMs) for a generative AI solution.

What should you use in the Microsoft Foundry portal?

Options:

A.

Evaluator catalog

B.

Model leaderboard

C.

Compliance

D.

Tools

Question 37

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

Question # 37

Options:

Question 38

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 38

Options:

Question 39

You ate building an application that uses Azure Speech in Foundry Tools. You need to initialize the Speech SDK for Python oy creating a SpechConfig object. Which values should you specify?

Options:

A.

the model deployment name and model endpoint

B.

the storage account key and connection string

C.

The Foundry project name and project endpoint

D.

the foundry resource key and endpoint

Page: 1 / 13
Total 130 questions