Latest Microsoft AI-900 Dumps PDF Questions Answers 2025

Microsoft Azure AI Fundamentals Questions and Answers

Question 1

You are processing photos of runners in a race.

You need to read the numbers on the runners’ shirts to identity the runners in the photos.

Which type of computer vision should you use?

Options:

facial recognition

optical character recognition (OCR)

semantic segmentation

object detection

Buy Now

Question 2

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

Options:

Question 3

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:

Extract the invoice number from an invoice.

Translate a form from French to English.

Find image of product in a catalog.

Identity the retailer from a receipt.

Question 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.

Options:

Question 5

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:

Computer Vision

Face

Text Analytics

Form Recognizer

Question 6

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:

Question 7

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:

Train a custom image classification model.

Detect faces in an image.

Recognize handwritten text.

Translate the text in an image between languages.

Question 8

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.

Options:

Question 9

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.

Options:

Question 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:

Question 11

Your company wants to build a recycling machine for bottles. The recycling machine must automatically identify bottles of the correct shape and reject all other items.

Which type of AI workload should the company use?

Options:

anomaly detection

conversational AI

computer vision

natural language processing

Question 12

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:

Question 13

You need to determine the location of cars in an image so that you can estimate the distance between the cars.

Which type of computer vision should you use?

Options:

optical character recognition (OCR)

object detection

image classification

face detection

Question 14

What is a use case for classification?

Options:

predicting how many cups of coffee a person will drink based on how many hours the person slept the previous night.

analyzing the contents of images and grouping images that have similar colors

predicting whether someone uses a bicycle to travel to work based on the distance from home to work

predicting how many minutes it will take someone to run a race based on past race times

Question 15

What are two tasks that can be performed by using computer vision? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

Predict stock prices.

Detect brands in an image.

Detect the color scheme in an image

Translate text between languages.

Extract key phrases.

Question 16

You send an image to a Computer Vision API and receive back the annotated image shown in the exhibit.

Which type of computer vision was used?

Options:

object detection

semantic segmentation

optical character recognition (OCR)

image classification

Question 17

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:

semantic segmentation

image classification

object detection

optical character recognition (OCR)

Question 18

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

Which service should you use?

Options:

Translator Text

Text Analytics

Speech

Language Understanding (LUIS)

Question 19

You need to develop a chatbot for a website. The chatbot must answer users’ questions based on the information in the following documents:

A product troubleshooting guide in a Microsoft Word document

A frequently asked questions (FAQ) list on a webpage

Which service should you use to process the documents?

Options:

Azure Bot Service

Language Understanding

Text Analytics

QnA Maker

Question 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:

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.

Options:

Question 22

Select the answer that correctly completes the sentence.

Options:

Question 23

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

Options:

providing examples

fine-tuning

grounding data

system messages

Question 24

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:

Question 25

You are designing a system that will generate insurance quotes automatically.

Match the Microsoft responsible Al principles to the appropriate requirements.

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

NOTE: Each correct match is worth one point.

Options:

Question 26

Match the computer vision service to the appropriate Al workload.

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.

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.

Options:

Question 28

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:

Question 29

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

Options:

Question 30

Select the answer that correctly completes the sentence.

Options:

Question 31

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?

Options:

QnA Maker

Text Analytics

Computer Vision

Language Understanding (LUIS)

Question 32

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:

Face

Custom Vision

Computer Vision

Form Recognizer

Question 33

Which three actions improve the quality of responses returned by a generative Al solution that uses GPT-3.5? Each correct answer presents a complete solution.

NOTE: Each correct answer is worth one point.

Options:

Add grounding data to prompts.

Provide additional examples to prompts.

Modify tokenization.

Add training data to prompts.

Modify system messages.

Question 34

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:

Question 35

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:

Question 36

What is an example of a Microsoft responsible Al principle?

Options:

Al systems should protect the interests of developers.

Al systems should be in the public domain.

Al systems should be secure and respect privacy.

Al systems should make personal details accessible.

Question 37

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

Options:

Provision an inference duster.

Explain the model.

Question 38

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

Options:

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

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

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

Use the original dataset for training and evaluation.

Question 39

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?

Options:

Set Validation type to Auto.

Enable Explain best model.

Set Primary metric to accuracy.

Set Max concurrent iterations to 0.

Question 40

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:

Question 41

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.

Options:

Question 42

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

Options:

Question 43

Your company is exploring the use of voice recognition technologies in its smart home devices. The company wants to identify any barriers that might unintentionally leave out specific user groups.

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

Options:

accountability

fairness

inclusiveness

privacy and security

Question 44

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

Options:

Question 45

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

Options:

Question 46

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:

knowledgeability

decisiveness

inclusiveness

fairness

opinionatedness

reliability and safety

Question 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:

increased sales

a reduced workload for the customer service agents

improved product reliability

Question 48

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:

Question 49

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

Options:

Use features for training and labels for evaluation.

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

Use labels for training and features for evaluation.

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

Question 50

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?

Options:

the Verify operation in the Face service

the Detect operation in the Face service

the Describe Image operation in the Computer Vision service

the Analyze Image operation in the Computer Vision service

Question 51

Match the principles of responsible AI to appropriate requirements.

To answer, drag the appropriate principles from the column on the left to its requirement on the right. Each principle 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.

Options:

Question 52

You are building an AI-based app.

You need to ensure that the app uses the principles for responsible AI.

Which two principles should you follow? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

Implement an Agile software development methodology

Implement a process of Al model validation as part of the software review process

Establish a risk governance committee that includes members of the legal team, members of the risk management team, and a privacy officer

Prevent the disclosure of the use of Al-based algorithms for automated decision making

Question 53

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:

fairness

inclusiveness

reliability and safety

accountability

Question 54

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.

Options:

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.

Options:

Question 56

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

Options:

Question 57

Match the Microsoft guiding principles for 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 selection is worth one point.

Options:

Question 58

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:

Select Columns in Dataset

Add Rows

Split Data

Join Data

Question 59

You have the following dataset.

You plan to use the dataset to train a model that will predict the house price categories of houses.

What are Household Income and House Price Category? To answer, select the appropriate option in the answer area.

NOTE: Each correct selection is worth one point.

Options:

Question 60

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:

Question 61

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?

Options:

Custom Vision

Form Recognizer

Face

Computer Vision

Question 62

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:

Question 63

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:

Question 64

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.