Halloween 2025 - Limited Time 65% Discount Offer - Ends in 0d 00h 00m 00s - Coupon code: 65percent

Welcome To DumpsPedia

AI-900 Sample Questions Answers

Questions 4

In which two scenarios can you use the Form Recognizer service? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Extract the invoice number from an invoice.

B.

Translate a form from French to English.

C.

Find image of product in a catalog.

D.

Identity the retailer from a receipt.

Buy Now
Questions 5

Select the answer that correctly completes the sentence

Options:

Buy Now
Questions 6

Match the types of natural languages processing 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.

Options:

Buy Now
Questions 7

You need to develop a mobile app for employees to scan and store their expenses while travelling.

Which type of computer vision should you use?

Options:

A.

semantic segmentation

B.

image classification

C.

object detection

D.

optical character recognition (OCR)

Buy Now
Questions 8

What are two tasks that can be performed by using the Computer Vision service? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Train a custom image classification model.

B.

Detect faces in an image.

C.

Recognize handwritten text.

D.

Translate the text in an image between languages.

Buy Now
Questions 9

You have an Azure Machine Learning model that predicts product quality. The model has a training dataset that contains 50,000 records. A sample of the data is shown in the following table.

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 10

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 11

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

Options:

Buy Now
Questions 12

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 13

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

NOTE; Each correct selection is worth one point.

Options:

Buy Now
Questions 14

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

Options:

Buy Now
Questions 15

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 16

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.

Options:

Buy Now
Questions 17

What is an example of unsupervised machine learning?

Options:

A.

classification

B.

clustering

C.

regression

Buy Now
Questions 18

Match the Azure OpenAI large language model (LLM) process to the appropriate task.

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

NOTE: Each correct match is worth one point.

Options:

Buy Now
Questions 19

You need to identify harmful content in a generative Al solution that uses Azure OpenAI Service.

What should you use?

Options:

A.

Face

B.

Video Analysis

C.

Language

D.

Content Safety

Buy Now
Questions 20

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

Options:

Buy Now
Questions 21

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 22

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 23

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

Buy Now
Questions 24

Which two languages can you use to write custom code for Azure Machine Learning designer? Each correct answer presents a complete solution.

NOTE; Each correct selection is worth one point.

Options:

A.

C#

B.

Scala

C.

Python

D.

R

Buy Now
Questions 25

brectly completes the sentence.

Options:

Buy Now
Questions 26

Providing contextual information to improve the responses quality of a generative Al solution is an example of which prompt engineering technique?

Options:

A.

providing examples

B.

fine-tuning

C.

grounding data

D.

system messages

Buy Now
Questions 27

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 28

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

Options:

Buy Now
Questions 29

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 30

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 31

Which type of natural language processing (NLP) entity is used to identify a phone number?

Options:

A.

regular expression

B.

machine-learned

C.

list

D.

Pattern-any

Buy Now
Questions 32

During the process of Machine Learning, when should you review evaluation metrics?

Options:

A.

After you clean the data.

B.

Before you train a model.

C.

Before you choose the type of model.

D.

After you test a model on the validation data.

Buy Now
Questions 33

Which scenario is an example of a webchat bot?

Options:

A.

Determine whether reviews entered on a website for a concert are positive or negative, and then add athumbs up or thumbs down emoji to the reviews.

B.

Translate into English questions entered by customers at a kiosk so that the appropriate person can call the customers back.

C.

Accept questions through email, and then route the email messages to the correct person based on the content of the message.

D.

From a website interface, answer common questions about scheduled events and ticket purchases for a music festival.

Buy Now
Questions 34

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 35

Which Azure OpenAI model should you use to summarize the text from a document?

Options:

A.

Whisper

B.

DALL-E

C.

Codex

D.

GPT

Buy Now
Questions 36

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 37

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

Options:

Buy Now
Questions 38

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 39

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

Options:

Buy Now
Questions 40

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.

Buy Now
Questions 41

What should you implement to identify hateful responses returned by a generative Al solution?

Options:

A.

prompt engineering

B.

abuse monitoring

C.

content filtering

D.

fine-tuning

Buy Now
Questions 42

You have an Al solution that provides users with the ability to control smart devices by using verbal commands.

Which two types of natural language processing (NLP) workloads does the solution use? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

text-to-speech

B.

translation

C.

language modeling

D.

key phrase extraction

E.

speech-to-text

Buy Now
Questions 43

You need to build an app that will identify celebrities in images.

Which service should you use?

Options:

A.

Azure OpenAI Service

B.

Azure Machine Learning

C.

conversational language understanding (CLU)

D.

Azure Al Vision

Buy Now
Questions 44

What is an example of a regression model in machine learning?

Options:

A.

dividing the student data in a dataset based on the age of the students and their educational achievements

B.

identifying subtypes of spam email by examining a large collection of emails that were flagged by users

C.

predicting the sale price of a house based on historical data, the size of the house, and the number of bedrooms in the house

D.

identifying population counts of endangered animals by analyzing images

Buy Now
Questions 45

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

Options:

Buy Now
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.

Options:

Buy Now
Questions 47

In which two scenarios can you use the Azure Al Document Intelligence service (formerly Form Recognizer)? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Extract the invoice number from an invoice.

B.

Identify the retailer from a receipt.

C.

Find images of products in a catalog.

D.

Translate a form from French to English.

Buy Now
Questions 48

You need to predict the income range of a given customer by using the following dataset.

Which two fields should you use as features? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Education Level

B.

Last Name

C.

Age

D.

Income Range

E.

First Name

Buy Now
Questions 49

Match the facial recognition tasks to the appropriate questions.

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 50

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 51

You need to predict the population size of a specific species of animal in an area.

Which Azure Machine Learning type should you use?

Options:

A.

clustering

B.

regression

C.

classification

Buy Now
Questions 52

You are building a tool that will process images from retail stores and identity the products of competitors.

The solution must be trained on images provided by your company.

Which Azure Al service should you use?

Options:

A.

Azure Al Custom Vision

B.

Azure Al Computer Vision

C.

Face

D.

Azure Al Document Intelligence

Buy Now
Questions 53

You are processing photos of runners in a race.

You need to read the numbers on the runners' shirts to identify the runners in the photos. Which type of computer vision should you use?

Options:

A.

image classification

B.

optical character recognition (OCR)

C.

object detection

D.

facial recognition

Buy Now
Questions 54

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

Options:

Buy Now
Questions 55

You plan to use Azure Cognitive Services to develop a voice controlled personal assistant app.

Match the Azure Cognitive Services to the appropriate tasks.

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 56

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

Buy Now
Questions 57

Which OpenAI model does GitHub Copilot use to make suggestions for client-side JavaScript?

Options:

A.

GPT-4

B.

Codex

C.

DALL-E

D.

GPT-3

Buy Now
Questions 58

You have a website that includes customer reviews.

You need to store the reviews in English and present the reviews to users in their respective language by recognizing each user’s geographical location.

Which type of natural language processing workload should you use?

Options:

A.

translation

B.

language modeling

C.

key phrase extraction

D.

speech recognition

Buy Now
Questions 59

You need to reduce the load on telephone operators by implementing a Chabot to answer simple questions with predefined answers.

Which two Al services should you use to achieve the goal? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Azure 8ol Service

B.

Azure Machine Learning

C.

Translator

D.

Language Service

Buy Now
Questions 60

Which natural language processing feature can be used to identify the main talking points in customer feedback surveys?

Options:

A.

language detection

B.

translation

C.

entity recognition

D.

key phrase extraction

Buy Now
Questions 61

You build a QnA Maker bot by using a frequently asked questions (FAQ) page.

You need to add professional greetings and other responses to make the bot more user friendly.

What should you do?

Options:

A.

Increase the confidence threshold of responses

B.

Enable active learning

C.

Create multi-turn questions

D.

Add chit-chat

Buy Now
Questions 62

You need to reduce the load on telephone operators by implementing a chatbot to answer simple questions with predefined answers.

Which two AI service should you use to achieve the goal? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Text Analytics

B.

QnA Maker

C.

Azure Bot Service

D.

Translator Text

Buy Now
Questions 63

You are building an Al-based loan approval app.

You need to ensure that the app documents why a loan is approved or rejected and makes the report available to the applicant.

This is an example of which Microsoft responsible Al principle?

Options:

A.

fairness

B.

inclusiveness

C.

transparency

D.

accountability

Buy Now
Questions 64

Match the Azure Al 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 be used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

Options:

Buy Now
Questions 65

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 66

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.

Buy Now
Questions 67

Which two resources can you use to analyze code and generate explanations of code function and code comments? Each correct answer presents a complete solution.

NOTE: Each correct answer is worth one point.

Options:

A.

the Azure OpenAI DALL-E model

B.

the Azure OpenAI Whisper model

C.

the Azure OpenAI GPT-4 model

D.

the GitHub Copilot service

Buy Now
Questions 68

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 69

Which two scenarios are examples of a natural language processing workload? Each correct answer presents a complete solution.

NOTE; Each correct selection is worth one point.

Options:

A.

assembly line machinery that autonomously inserts headlamps into cars

B.

a smart device in the home that responds to questions such as, "What will the weather be like today?

C.

monitoring the temperature of machinery to turn on a fan when the temperature reaches a specific threshold

D.

a website that uses a knowledge base to interactively respond to users' questions

Buy Now
Questions 70

You plan to deploy an Azure Machine Learning model as a service that will be used by client applications.

Which three processes should you perform in sequence before you deploy the model? To answer, move the appropriate processes from the list of processes to the answer area and arrange them in the correct order.

Options:

Buy Now
Questions 71

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

Options:

Buy Now
Questions 72

You are developing a model to predict events by using classification.

You have a confusion matrix for the model scored on test data as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 73

Match the machine learning tasks to the appropriate scenarios.

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 74

You need to make the press releases of your company available in a range of languages.

Which service should you use?

Options:

A.

Translator Text

B.

Text Analytics

C.

Speech

D.

Language Understanding (LUIS)

Buy Now
Questions 75

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 76

When training a model, why should you randomly split the rows into separate subsets?

Options:

A.

to train the model twice to attain better accuracy

B.

to train multiple models simultaneously to attain better performance

C.

to test the model by using data that was not used to train the model

Buy Now
Questions 77

You have a custom question answering solution.

You create a bot that uses the knowledge base to respond to customer requests. You need to identify what the bot can perform without adding additional skills. What should you identify?

Options:

A.

Register customer complaints.

B.

Answer questions from multiple users simultaneously.

C.

Register customer purchases.

D.

Provide customers with return materials authorization (RMA) numbers.

Buy Now
Questions 78

Which Azure Al Document Intelligence prebuilt model should you use to extract parties and jurisdictions from a legal document?

Options:

A.

contract

B.

layout

C.

general document

D.

read

Buy Now
Questions 79

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 80

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
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.

Options:

Buy Now
Questions 82

In which two scenarios can you use a speech synthesis solution? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

an automated voice that reads back a credit card number entered into a telephone by using a numeric keypad

B.

generating live captions for a news broadcast

C.

extracting key phrases from the audio recording of a meeting

D.

an Al character in a computer game that speaks audibly to a player

Buy Now
Questions 83

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

Buy Now
Questions 84

Which Computer Vision feature can you use to generate automatic captions for digital photographs?

Options:

A.

Recognize text.

B.

Describe the images.

C.

Identify the areas of interest.

D.

Detect objects.

Buy Now
Questions 85

You have a bot that identifies the brand names of products in images of supermarket shelves.

Which service does the bot use?

Options:

A.

Al enrichment for Azure Search capabilities

B.

Computer Vision Image Analysis capabilities

C.

Custom Vision Image Classification capabilities

D.

Language understanding capabilities

Buy Now
Questions 86

You need to develop a web-based AI solution for a customer support system. Users must be able to interact with a web app that will guide them to the best resource or answer.

Which service should you integrate with the web app to meet the goal?

Options:

A.

Azure Al Language Service

B.

Face

C.

Azure Al Translator

D.

Azure Al Custom Vision

Buy Now
Questions 87

You have an Azure Machine Learning pipeline that contains a Split Data module. The Split Data module outputs to a Train Model module and a Score Model module. What is the function of the Split Data module?

Options:

A.

selecting columns that must be included in the model

B.

creating training and validation datasets

C.

diverting records that have missing data

D.

scaling numeric variables so that they are within a consistent numeric range

Buy Now
Questions 88

What should you use to extract details from scanned images of contracts?

Options:

A.

Azure Al Document Intelligence

B.

Azure Al Immersive Reader

C.

Azure OpenAI

D.

Azure Al Search

Buy Now
Questions 89

What is an example of the Microsoft responsible Al principle of transparency?

Options:

A.

helping users understand the decisions made by an Al system

B.

ensuring that developers are accountable for the solutions they create

C.

ensuring that opportunities are allocated equally to all applicants

D.

ensuring that the privileged data of users is stored in a secure manner

Buy Now
Questions 90

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

Buy Now
Questions 91

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

NOTE: Each correct selection is worth one point.

Options:

Buy Now
Questions 92

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

Buy Now
Questions 93

You need to generate cartoons for use in a brochure. Each cartoon will be based on a text description.

Which Azure OpenAI model should you use?

Options:

A.

Codex

B.

DALL-E

C.

GPT-3.5

D.

GPT-4

Buy Now
Questions 94

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 95

Select the answer that correctly completes the sentence.

Options:

Buy Now
Questions 96

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

Buy Now
Questions 97

You are evaluating whether to use a basic workspace or an enterprise workspace in Azure Machine Learning.

What are two tasks that require an enterprise workspace? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Use a graphical user interface (GUI) to run automated machine learning experiments.

B.

Create a compute instance to use as a workstation.

C.

Use a graphical user interface (GUI) to define and run machine learning experiments from Azure Machine Learning designer.

D.

Create a dataset from a comma-separated value (CSV) file.

Buy Now
Exam Code: AI-900
Exam Name: Microsoft Azure AI Fundamentals
Last Update: Nov 3, 2025
Questions: 323
$61.25  $174.99
$47.25  $134.99
$40.25  $114.99
buy now AI-900