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Practice Free AI-900 Microsoft Azure AI Fundamentals Exam Questions Answers With Explanation

We at Crack4sure are committed to giving students who are preparing for the Microsoft AI-900 Exam the most current and reliable questions . To help people study, we've made some of our Microsoft Azure AI Fundamentals exam materials available for free to everyone. You can take the Free AI-900 Practice Test as many times as you want. The answers to the practice questions are given, and each answer is explained.

Question # 6

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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Question # 7

Select the answer that correctly completes the sentence

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Question # 8

Match the services to the appropriate descriptions.

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 match is worth one point

AI-900 question answer

Question # 9

You have a dataset that contains information about taxi journeys that occurred during a given period.

You need to train a model to predict the fare of a taxi journey.

What should you use as a feature?

A.

the number of taxi journeys in the dataset

B.

the trip distance of individual taxi journeys

C.

the fare of individual taxi journeys

D.

the trip ID of individual taxi journeys

Question # 10

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?

A.

semantic segmentation

B.

image classification

C.

object detection

D.

optical character recognition (OCR)

Question # 11

Match the tasks to the appropriate machine learning models.

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

NOTE: Each correct selection is worth one point.

AI-900 question answer

Question # 12

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 answer

Question # 13

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

AI-900 question answer

Question # 14

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 answer

Question # 15

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 answer

Question # 16

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?

A.

Face

B.

Azure Al Language

C.

Azure Al Document Intelligence

D.

Azure Al Custom Vision

Question # 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.

AI-900 question answer

Question # 18

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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Question # 19

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

A.

Azure Al Search

B.

Azure Al Document intelligence

C.

Azure Al Custom Vision

D.

Azure OpenAI

Question # 20

Match the Azure Cognitive Services to the appropriate Al workloads.

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

NOTE: Each correct match is worth one point.

AI-900 question answer

Question # 21

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 answer

Question # 22

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 23

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

The solution will use a custom model.

Which Azure Cognitive Services service should you use?

A.

Custom Vision

B.

Form Recognizer

C.

Face

D.

Computer Vision

Question # 24

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.

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.

Question # 25

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 answer

Question # 26

For a machine learning progress, how should you split data for training and evaluation?

A.

Use features for training and labels for evaluation.

B.

Randomly split the data into rows for training and rows for evaluation.

C.

Use labels for training and features for evaluation.

D.

Randomly split the data into columns for training and columns for evaluation.

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.

AI-900 question answer

Question # 28

You use natural language processing to process text from a Microsoft news story.

You receive the output shown in the following exhibit.

AI-900 question answer

Which type of natural languages processing was performed?

A.

entity recognition

B.

key phrase extraction

C.

sentiment analysis

D.

translation

Question # 29

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

A.

Al systems must use only publicly available data.

B.

Al systems must protect the interests of the company

C.

Al systems must be understandable.

D.

Al systems must keep personal details public

Question # 30

Which scenario is an example of a webchat bot?

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.

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.

AI-900 question answer

Question # 32

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

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

Question # 33

What is an example of unsupervised machine learning?

A.

classification

B.

clustering

C.

regression

Question # 34

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

A.

CSV

B.

JSON

C.

XML

D.

YAML

Question # 35

You run a charity event that involves posting photos of people wearing sunglasses on Twitter.

You need to ensure that you only retweet photos that meet the following requirements:

Include one or more faces.

Contain at least one person wearing sunglasses.

What should you use to analyze the images?

A.

the Verify operation in the Face service

B.

the Detect operation in the Face service

C.

the Describe Image operation in the Computer Vision service

D.

the Analyze Image operation in the Computer Vision service

Question # 36

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

AI-900 question answer

Question # 37

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

A.

Recognize text.

B.

Describe the images.

C.

Identify the areas of interest.

D.

Detect objects.

Question # 38

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?

A.

an intent

B.

an utterance

C.

a domain

D.

an entity

Question # 39

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___________

Question # 40

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 41

Which feature of the Azure Al Language service should you use to automate the masking of names and phone numbers in text data?

A.

Personally Identifiable Information (Pll) detection

B.

entity linking

C.

custom text classification

D.

custom named entity recognition (NER)

Question # 42

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

AI-900 question answer

Question # 43

You have a natural language processing (NIP) model that was created by using data obtained without permission.

Which Microsoft principle for responsible Al does this breach?

A.

privacy and security

B.

inclusiveness

C.

transparency

D.

reliability and safety

Question # 44

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?

A.

speech recognition

B.

language modeling

C.

speech synthesis

D.

translation

Question # 45

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

AI-900 question answer

Question # 46

Which machine learning technique can be used for anomaly detection?

A.

A machine learning technique that understands written and spoken language.

B.

A machine learning technique that classifies objects based on user supplied images.

C.

A machine learning technique that analyzes data over time and identifies unusual changes.

D.

A machine learning technique that classifies images based on their contents.

Question # 47

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

Which Azure Al service should you use?

A.

Azure Al Language

B.

Azure Al Computer Vision

C.

Azure Al Document Intelligence

D.

Azure Al Custom Vision

Question # 48

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

AI-900 question answer

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

NOTE: Each correct selection is worth one point.

A.

Education Level

B.

Last Name

C.

Age

D.

Income Range

E.

First Name

Question # 49

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 50

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 51

What ate two common use cases for generative Al solutions? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

A.

generating draft responses for customer service agents

B.

creating original artwork from textual descriptions

C.

predicting sales revenue based on historical data

D.

classifying email messages as spam or non-spam

Question # 52

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.

AI-900 question answer

Question # 53

You are developing a natural language processing solution in Azure. The solution will analyze customer reviews and determine how positive or negative each review is.

This is an example of which type of natural language processing workload?

A.

language detection

B.

sentiment analysis

C.

key phrase extraction

D.

entity recognition

Question # 54

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.

AI-900 question answer

Question # 55

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 answer

Question # 56

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

A.

Provision an inference duster.

B.

Explain the model.

C.

Register the model.

D.

Register the training data.

Question # 57

What is an example of a Microsoft responsible Al principle?

A.

Al systems should treat people fairly.

B.

Al systems should NOT reveal the details of their design.

C.

Al systems should use black-box models.

D.

Al systems should protect the interests of developers.

Question # 58

You plan to build a conversational Al solution that can be surfaced in Microsoft Teams. Microsoft Cortana, and Amazon Alexa. Which service should you use?

A.

Azure Bot Service

B.

Azure Cognitive Search

C.

Language service

D.

Speech

Question # 59

You are developing a solution that uses the Text Analytics service.

You need to identify the main talking points in a collection of documents.

Which type of natural language processing should you use?

A.

entity recognition

B.

key phrase extraction

C.

sentiment analysis

D.

language detection

Question # 60

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

A.

Azure Al Document Intelligence

B.

Azure Al Immersive Reader

C.

Azure OpenAI

D.

Azure Al Search

Question # 61

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 62

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?

A.

image classification

B.

optical character recognition (OCR)

C.

object detection

D.

facial recognition

Question # 63

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 64

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.

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.

Question # 65

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.

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

Question # 66

Capturing text from images is an example of which type of Al capability?

A.

text analysis

B.

optical character recognition (OCR)

C.

image description

D.

object detection

Question # 67

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

AI-900 question answer

Question # 68

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 answer

Question # 69

Match the Azure Al service to the appropriate generative Al capability.

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

NOTE: Each correct match is worth one point.

AI-900 question answer

Question # 70

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

AI-900 question answer

Question # 71

You build a machine learning model by using the automated machine learning user interface (UI).

You need to ensure that the model meets the Microsoft transparency principle for responsible AI.

What should you do?

A.

Set Validation type to Auto.

B.

Enable Explain best model.

C.

Set Primary metric to accuracy.

D.

Set Max concurrent iterations to 0.

Question # 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.

AI-900 question answer

Question # 73

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

What should you use?

A.

Face

B.

Video Analysis

C.

Language

D.

Content Safety

Question # 74

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.

A.

Azure 8ol Service

B.

Azure Machine Learning

C.

Translator

D.

Language Service

Question # 75

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

AI-900 question answer

Question # 76

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

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

Question # 77

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.

AI-900 question answer

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.

AI-900 question answer

Question # 78

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

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

Question # 79

Match the types of computer vision 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 match is worth one point.

AI-900 question answer

Question # 80

What should you do to ensure that an Azure OpenAI model generates accurate responses that include recent events?

A.

Modify the system message.

B.

Add grounding data.

C.

Add few-shot learning.

D.

Add training data.

Question # 81

You ate building a Conversational Language Understanding model for an e-commerce business.

You need to ensure that the model detects when utterances are outside the intended scope of the model.

What should you do?

A.

Export the model.

B.

Create a new model.

C.

Add utterances to the None intent.

D.

Create a prebuilt task entity.

Question # 82

You deploy the Azure OpenAI service to generate images.

You need to ensure that the service provides the highest level of protection against harmful content.

What should you do?

A.

Configure the Content filters settings.

B.

Customize a large language model (LLM).

C.

Configure the system prompt

D.

Change the model used by the Azure OpenAI service.

Question # 83

You have a frequently asked questions (FAQ) PDF file.

You need to create a conversational support system based on the FAQ.

Which service should you use?

A.

QnA Maker

B.

Text Analytics

C.

Computer Vision

D.

Language Understanding (LUIS)

Question # 84

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 answer

Question # 85

You have a large dataset that contains motor vehicle sales data.

You need to train an automated machine learning (automated ML) model to predict vehicle sale values based on the type of vehicle.

Which task should you select? To answer, select the appropriate task in the answer area.

NOTE: Each correct selection is worth one point.

AI-900 question answer

Question # 86

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 87

You use drones to identify where weeds grow between rows of crops to send an Instruction for the removal of the weeds. This is an example of which type of computer vision?

A.

scene segmentation

B.

optical character recognition (OCR)

C.

object detection

Question # 88

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.

AI-900 question answer

Question # 89

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

AI-900 question answer

Question # 90

You have an Azure Machine Learning model that uses clinical data to predict whether a patient has a disease.

You clean and transform the clinical data.

You need to ensure that the accuracy of the model can be proven.

What should you do next?

A.

Train the model by using the clinical data.

B.

Split the clinical data into Two datasets.

C.

Train the model by using automated machine learning (automated ML).

D.

Validate the model by using the clinical data.

Question # 91

Select the answer that correctly completes the sentence.

AI-900 question answer

Question # 92

You need to create a customer support solution to help customers access information. The solution must support email, phone, and live chat channels. Which type of Al solution should you use?

A.

natural language processing (NLP)

B.

computer vision

C.

machine learning

D.

chatbot

Question # 93

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 answer

Question # 94

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

AI-900 question answer

Question # 95

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.

A.

Azure Command-Line Interface (CLI)

B.

Azure REST API

C.

Azure SDK for Python

D.

Azure SDK for JavaScript

Question # 96

You need to analyze images of vehicles on a highway and measure the distance between the vehicles. Which type of computer vision model should you use?

A.

object detection

B.

image classification

C.

facial recognition

D.

optical character recognition (OCR)

Question # 97

Select the answer that correctly completes the sentence.

AI-900 question answer

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