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AI-900 Microsoft Azure AI Fundamentals Questions and Answers

Questions 4

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

NOTE; Each correct selection is worth one point.

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Questions 5

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

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Questions 6

Select the answer that correctly completes the sentence.

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Questions 7

You have a database that contains a list of employees and their photos.

You are tagging new photos of the employees.

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

NOTE: Each correct selection is worth one point.

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Questions 8

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

NOTE; Each correct selection is worth one point.

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Questions 9

Select the answer that correctly completes the sentence.

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Questions 10

Match the Al workload to the appropriate task.

To answer, drag the appropriate Ai workload from the column on the left to its task on the right. Each workload may be used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

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Questions 11

Select the answer that correctly completes the sentence.

AI-900 Question 11

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Questions 12

You use Azure Machine Learning designer to build a model pipeline. What should you create before you can run the pipeline?

Options:

A.

a Jupyter notebook

B.

a registered model

C.

a compute resource

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Questions 13

You need to create a model that labels a collection of your personal digital photographs.

Which Azure Al service should you use?

Options:

A.

Azure Al Language

B.

Azure Al Computer Vision

C.

Azure Al Document Intelligence

D.

Azure Al Custom Vision

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Questions 14

Which Azure Machine Learning capability should you use to quickly build and deploy a predictive model without extensive coding?

Options:

A.

ML pipelines

B.

Copilot

C.

DALL-E

D.

automated machine learning (automated ML)

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Questions 15

You have the process shown in the following exhibit.

AI-900 Question 15

Which type AI solution is shown in the diagram?

Options:

A.

a sentiment analysis solution

B.

a chatbot

C.

a machine learning model

D.

a computer vision application

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Questions 16

You are creating an app to help employees write emails and reports based on user prompts. What should you use?

Options:

A.

Azure Al Speech

B.

Azure OpenAI in Foundry Models

C.

Azure Al Vision

D.

Azure Machine Learning studio

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Questions 17

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

NOTE: Each correct selection is worth one point.

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Questions 18

You need to count the number of animals in a photograph. Which type of computer vision should you use?

Options:

A.

facial detection

B.

image classification

C.

optical character recognition (OCR)

D.

object detection

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Questions 19

What is an example of a Microsoft responsible Al principle?

Options:

A.

Al systems should protect the interests of developers.

B.

Al systems should be in the public domain.

C.

Al systems should be secure and respect privacy.

D.

Al systems should make personal details accessible.

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Questions 20

To complete the sentence, select the appropriate option in the answer area.

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Questions 21

To complete the sentence, select the appropriate option in the answer area.

Using Recency, Frequency, and Monetary (RFM) values to identify segments of a customer base is an example of___________

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Questions 22

To complete the sentence, select the appropriate option in the answer area.

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Questions 23

You need to identify street names based on street signs in photographs.

Which type of computer vision should you use?

Options:

A.

object detection

B.

optical character recognition (OCR)

C.

image classification

D.

facial recognition

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Questions 24

You have the following apps:

• App1: Uses a set of images of tumors to identify whether the tumors are benign or malignant and suggest a treatment

• App2: Uses images from cameras to track individual livestock as they move around a farm

• App3: Identifies brands in photographs of billboards

What does each app use? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

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Questions 25

Select the .

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Questions 26

You have 100 instructional videos that do NOT contain any audio. Each instructional video has a script. You need to generate a narration audio file for each video based on the script. Which type of workload should you use?

Options:

A.

speech recognition

B.

language modeling

C.

speech synthesis

D.

translation

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Questions 27

Select the answer that correctly completes the sentence.

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Questions 28

You need to generate images based on user prompts. Which Azure OpenAI model should you use?

Options:

A.

GPT-4

B.

DALL-E

C.

GPT-3

D.

Whisper

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Questions 29

What can be used to analyze scanned invoices and extract data, such as billing addresses and the total amount due?

Options:

A.

Azure Al Search

B.

Azure Al Document intelligence

C.

Azure Al Custom Vision

D.

Azure OpenAI

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Questions 30

Which format should you use to send requests to a REST API endpoint for Azure OpenAI?

Options:

A.

CSV

B.

JSON

C.

XML

D.

YAML

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Questions 31

You need to build an app that will read recipe instructions aloud to support users who have reduced vision.

Which version service should you use?

Options:

A.

Text Analytics

B.

Translator Text

C.

Speech

D.

Language Understanding (LUIS)

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Questions 32

Select the answer that correctly completes the sentence.

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Questions 33

You need to provide customers with the ability to query the status of orders by using phones, social media, or digital assistants.

What should you use?

Options:

A.

Azure Al Bot Service

B.

the Azure Al Translator service

C.

an Azure Al Document Intelligence model

D.

an Azure Machine Learning model

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Questions 34

Which action can be performed by using the Azure Al Vision service?

Options:

A.

identifying breeds of animals in live video streams

B.

extracting key phrases from documents

C.

extracting data from handwritten letters

D.

creating thumbnails for training videos

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Questions 35

You need to provide content for a business chatbot that will help answer simple user queries.

What are three ways to create question and answer text by using Azure Al Language Service's question answering? Each correct answer presents a complete solution.

NOTE: Each correct and ask questions by selection is worth one point.

Options:

A.

Connect the bot to the Cortana channel using Cortana.

B.

Import chit-chat content from a predefined data source.

C.

Manually enter the questions and answers.

D.

Use Azure Machine Learning Automated ML to train a model based on a file that contains question and answer pairs.

E.

Generate the questions and answers from an existing webpage.

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Questions 36

Select the answer that correctly completes the sentence.

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Questions 37

To complete the sentence, select the appropriate option in the answer area.

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Questions 38

Match the Azure Cognitive Services service to the appropriate actions.

To answer, drag the appropriate service from the column on the left to its action on the right. Each service may he used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

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Questions 39

Select the answer that correctly completes the sentence.

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Questions 40

A medical research project uses a large anonymized dataset of brain scan images that are categorized into predefined brain haemorrhage types.

You need to use machine learning to support early detection of the different brain haemorrhage types in the images before the images are reviewed by a person.

This is an example of which type of machine learning?

Options:

A.

clustering

B.

regression

C.

classification

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Questions 41

Select the answer that correctly completes the sentence.

AI-900 Question 41

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Questions 42

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

NOTE: Each correct selection is worth one point.

AI-900 Question 42

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Questions 43

To complete the sentence, select the appropriate option in the answer area.

AI-900 Question 43

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Questions 44

Match the principles of responsible AI to the appropriate descriptions.

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

NOTE: Each correct match is worth one point.

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Questions 45

You need to scan the news for articles about your customers and alert employees when there is a negative article. Positive articles must be added to a press book.

Which natural language processing tasks should you use to complete the process? To answer, drag the appropriate tasks to the correct locations. 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 selection is worth one point.

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Questions 46

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

NOTE: Each correct selection is worth one point.

AI-900 Question 46

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Questions 47

A company employs a team of customer service agents to provide telephone and email support to customers.

The company develops a webchat bot to provide automated answers to common customer queries.

Which business benefit should the company expect as a result of creating the webchat bot solution?

Options:

A.

increased sales

B.

a reduced workload for the customer service agents

C.

improved product reliability

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Questions 48

You are designing an AI system that empowers everyone, including people who have hearing, visual, and other impairments.

This is an example of which Microsoft guiding principle for responsible AI?

Options:

A.

fairness

B.

inclusiveness

C.

reliability and safety

D.

accountability

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Questions 49

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

NOTE: Each correct selection is worth one point.

AI-900 Question 49

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Questions 50

What are three Microsoft guiding principles for responsible AI? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

knowledgeability

B.

decisiveness

C.

inclusiveness

D.

fairness

E.

opinionatedness

F.

reliability and safety

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Questions 51

What are two metrics that you can use to evaluate a regression model? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

coefficient of determination (R2)

B.

F1 score

C.

root mean squared error (RMSE)

D.

area under curve (AUC)

E.

balanced accuracy

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Questions 52

You need to implement a pre-built solution that will identify well-known brands in digital photographs. Which Azure Al sen/tee should you use?

Options:

A.

Face

B.

Custom Vision

C.

Computer Vision

D.

Form Recognizer

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Questions 53

Match the types of machine learning to the appropriate scenarios.

To answer, drag the appropriate machine learning type from the column on the left to its scenario on the right. Each machine learning type may be used once, more than once, or not at all.

NOTE: Each correct selection is worth one point.

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Questions 54

Select the answer that correctly completes the sentence.

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Questions 55

What is an advantage of using a custom model in Form Recognizer?

Options:

A.

Only a custom model can be deployed on-premises.

B.

A custom model can be trained to recognize a variety of form types.

C.

A custom model is less expensive than a prebuilt model.

D.

A custom model always provides higher accuracy.

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Questions 56

You plan to apply Text Analytics API features to a technical support ticketing system.

Match the Text Analytics API features to the appropriate natural language processing scenarios.

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

NOTE: Each correct selection is worth one point.

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Questions 57

You have the Predicted vs. True chart shown in the following exhibit.

AI-900 Question 57

Which type of model is the chart used to evaluate?

Options:

A.

classification

B.

regression

C.

clustering

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Questions 58

You need to build an image tagging solution for social media that tags images of your friends automatically. Which Azure Cognitive Services service should you use?

Options:

A.

Computer Vision

B.

Face

C.

Text Analytics

D.

Form Recognizer

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Questions 59

You need to create a clustering model and evaluate the model by using Azure Machine Learning designer. What should you do?

Options:

A.

Split the original dataset into a dataset for features and a dataset for labels. Use the features dataset for evaluation.

B.

Split the original dataset into a dataset for training and a dataset for testing. Use the training dataset for evaluation.

C.

Split the original dataset into a dataset for training and a dataset for testing. Use the testing dataset for evaluation.

D.

Use the original dataset for training and evaluation.

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Questions 60

An app that analyzes social media posts to identify their tone is an example of which type of natural language processing (NLP) workload?

Options:

A.

sentiment analysis

B.

key phrase extraction

C.

entity recognition

D.

speech recognition

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Questions 61

Your website has a chatbot to assist customers.

You need to detect when a customer is upset based on what the customer types in the chatbot.

Which type of AI workload should you use?

Options:

A.

anomaly detection

B.

semantic segmentation

C.

regression

D.

natural language processing

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Questions 62

You are authoring a Language Understanding (LUIS) application to support a music festival.

You want users to be able to ask questions about scheduled shows, such as: “Which act is playing on the main stage?”

The question “Which act is playing on the main stage?” is an example of which type of element?

Options:

A.

an intent

B.

an utterance

C.

a domain

D.

an entity

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Questions 63

Select the answer that correctly completes the sentence.

AI-900 Question 63

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Questions 64

Which two tools can you use to call the Azure OpenAI service? Each correct answer presents a complete solution.

NOTE: Each correct answer is worth one point.

Options:

A.

Azure Command-Line Interface (CLI)

B.

Azure REST API

C.

Azure SDK for Python

D.

Azure SDK for JavaScript

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Questions 65

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

NOTE: Each correct selection is worth one point.

AI-900 Question 65

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Questions 66

Match the types of AI workloads to the appropriate scenarios.

To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may be used once, more than once, or not at all.

NOTE: Each correct selection is worth one point.

AI-900 Question 66

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Questions 67

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

AI-900 Question 67

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Questions 68

Match the types of computer vision to the appropriate scenarios.

To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may be used once, more than once, or not at all.

NOTE: Each correct selection is worth one point.

AI-900 Question 68

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Questions 69

Select the answer that correctly completes the sentence.

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Questions 70

Select the answer that correctly completes the sentence.

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Questions 71

Which term is used to describe uploading your own data to customize an Azure OpenAI model?

Options:

A.

completion

B.

grounding

C.

fine -tuning

D.

prompt engineering

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Questions 72

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

NOTE: Each correct selection is worth one point.

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Questions 73

You need to create a training dataset and validation dataset from an existing dataset.

Which module in the Azure Machine Learning designer should you use?

Options:

A.

Select Columns in Dataset

B.

Add Rows

C.

Split Data

D.

Join Data

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Questions 74

Which AI service can you use to interpret the meaning of a user input such as “Call me back later?”

Options:

A.

Translator Text

B.

Text Analytics

C.

Speech

D.

Language Understanding (LUIS)

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Questions 75

In which scenario should you use key phrase extraction?

Options:

A.

translating a set of documents from English to German

B.

generating captions for a video based on the audio track

C.

identifying whether reviews of a restaurant are positive or negative

D.

identifying which documents provide information about the same topics

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Questions 76

Select the answer that correctly completes the sentence.

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Questions 77

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

NOTE: Each correct selection is worth one point.

AI-900 Question 77

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Questions 78

You need to convert receipts into transactions in a spreadsheet. The spreadsheet must include the date of the transaction, the merchant the total spent and any taxes paid.

Which Azure Al service should you use?

Options:

A.

Face

B.

Azure Al Language

C.

Azure Al Document Intelligence

D.

Azure Al Custom Vision

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Questions 79

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

AI-900 Question 79

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Questions 80

Match the tool to the Azure Machine Learning task.

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

NOTE: Each correct match is worth one point.

AI-900 Question 80

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Questions 81

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

NOTE: Each correct selection is worth one point.

AI-900 Question 81

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Questions 82

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

NOTE: Each correct selection is worth one point.

AI-900 Question 82

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Questions 83

To complete the sentence, select the appropriate option in the answer area.

AI-900 Question 83

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Questions 84

Which parameter should you configure to produce more verbose responses from a chat solution that uses the Azure OpenAI GPT-3.5 model?

Options:

A.

Presence penalty

B.

Temperature

C.

Stop sequence

D.

Max response

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Questions 85

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

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Questions 86

Match the Al solution to the appropriate task.

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

NOTE: Each correct match is worth one point.

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Questions 87

Select the answer that correctly completes the sentence.

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Questions 88

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

NOTE: Each correct selection is worth one point.

AI-900 Question 88

Options:

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Questions 89

You need to provide content for a business chatbot that will help answer simple user queries.

What are three ways to create question and answer text by using QnA Maker? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Generate the questions and answers from an existing webpage.

B.

Use automated machine learning to train a model based on a file that contains the questions.

C.

Manually enter the questions and answers.

D.

Connect the bot to the Cortana channel and ask questions by using Cortana.

E.

Import chit-chat content from a predefined data source.

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Questions 90

Select the answer that correctly completes the sentence.

AI-900 Question 90

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Questions 91

You need to convert handwritten notes into digital text.

Which type of computer vision should you use?

Options:

A.

optical character recognition (OCR)

B.

object detection

C.

image classification

D.

facial detection

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Questions 92

Which parameter should you configure to produce a more diverse range of tokens in the responses from a chat solution that uses the Azure OpenAI GPT-3.5 model?

Options:

A.

Max response

B.

Past messages included

C.

Presence penalty

D.

Stop sequence

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Questions 93

You need to track multiple versions of a model that was trained by using Azure Machine Learning. What should you do?

Options:

A.

Provision an inference duster.

B.

Explain the model.

C.

Register the model.

D.

Register the training data.

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Questions 94

To complete the sentence, select the appropriate option in the answer area.

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Questions 95

To complete the sentence, select the appropriate option in the answer area.

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Questions 96

Select the answer that correctly completes the sentence.

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Questions 97

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

NOTE: Each correct selection is worth one point

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Exam Code: AI-900
Exam Name: Microsoft Azure AI Fundamentals
Last Update: Oct 28, 2025
Questions: 323

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