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Home > Microsoft > Microsoft Certified: Azure AI Fundamentals > AI-900

AI-900 Microsoft Azure AI Fundamentals Question and Answers

Question # 4

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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Question # 5

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

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Question # 6

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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Question # 7

Select the answer that correctly completes the sentence.

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Question # 8

Select the .

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Question # 9

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

NOTE: Each correct selection is worth one point.

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Question # 10

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

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Question # 11

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 # 12

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.

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Question # 13

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

A.

regular expression

B.

machine-learned

C.

list

D.

Pattern-any

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Question # 14

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.

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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Question # 15

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?

A.

accountability

B.

fairness

C.

inclusiveness

D.

privacy and security

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Question # 16

Select the answer that correctly completes the sentence.

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Question # 17

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?

A.

Select Columns in Dataset

B.

Add Rows

C.

Split Data

D.

Join Data

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Question # 18

Extracting relationships between data from large volumes of unstructured data is an example of which type of Al workload?

A.

computer vision

B.

knowledge mining

C.

natural language processing (NLP)

D.

anomaly detection

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Question # 19

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 # 20

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

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Question # 21

Select the answer that correctly completes the sentence.

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Question # 22

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?

A.

facial recognition

B.

optical character recognition (OCR)

C.

semantic segmentation

D.

object detection

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Question # 23

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

Which type of computer vision should you use?

A.

object detection

B.

optical character recognition (OCR)

C.

image classification

D.

facial recognition

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Question # 24

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.

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Question # 25

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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Question # 26

Select the answer that correctly completes the sentence.

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Question # 27

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

A.

Presence penalty

B.

Temperature

C.

Stop sequence

D.

Max response

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Question # 28

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.

A.

text-to-speech

B.

translation

C.

language modeling

D.

key phrase extraction

E.

speech-to-text

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Question # 29

Select the answer that correctly completes the sentence

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Question # 30

Select the answer that correctly completes the sentence.

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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.

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Question # 32

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.

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Question # 33

Your company manufactures widgets.

You have 1.000 digital photos of the widgets.

You need to identify the location of the widgets within the photos.

What should you use?

A.

Computer Vision Spatial Analysis

B.

Custom Vision object detection

C.

Custom Vision classification

D.

Computer Vision Image Analysis

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Question # 34

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.

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.

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Question # 35

In which scenario should you use key phrase extraction?

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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Question # 36

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

Which service does the bot use?

A.

Al enrichment for Azure Search capabilities

B.

Computer Vision Image Analysis capabilities

C.

Custom Vision Image Classification capabilities

D.

Language understanding capabilities

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Question # 37

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.

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Question # 38

You have an Al-based loan approval system.

During testing, you discover that the system has a gender bias.

Which responsible Al principle does this violate?

A.

accountability

B.

transparency

C.

fairness

D.

reliability and safety

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Question # 39

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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Question # 40

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.

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Question # 41

Select the answer that correctly completes the sentence.

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Question # 42

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

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Question # 43

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.

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Question # 44

Select the answer that correctly completes the sentence.

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Question # 45

Select the answer that correctly completes the sentence.

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Question # 46

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

NOTE: Each correct selection is worth one point.

A.

an in-car system that reads text messages aloud

B.

providing closed captions for recorded or live videos

C.

creating an automated public address system for a train station

D.

creating a transcript of a telephone call or meeting

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Question # 47

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

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Question # 48

Select the answer that correctly completes the sentence.

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Question # 49

You need to predict the animal population of an area.

Which Azure Machine Learning type should you use?

A.

clustering

B.

classification

C.

regression

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Question # 50

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

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Question # 51

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

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Question # 52

Select the answer that correctly completes the sentence.

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Question # 53

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

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Question # 54

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

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Question # 55

Select the answer that correctly completes the sentence.

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Question # 56

Select the answer that correctly completes the sentence.

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Question # 57

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?

A.

Face

B.

Custom Vision

C.

Computer Vision

D.

Form Recognizer

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Question # 58

Select the answer that correctly completes the sentence.

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Question # 59

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.

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.

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Question # 60

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?

A.

optical character recognition (OCR)

B.

object detection

C.

image classification

D.

face detection

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Question # 61

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.

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Question # 62

What are three stages in a transformer model? Each correct answer presents a complete solution.

NOTE: Each correct answer is worth one point.

A.

object detection

B.

embedding calculation

C.

tokenization

D.

next token prediction

E.

anonymization

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Question # 63

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

NOTE: Each correct selection is worth one point.

A.

knowledgeability

B.

decisiveness

C.

inclusiveness

D.

fairness

E.

opinionatedness

F.

reliability and safety

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Question # 64

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 # 65

Which two components can you drag onto a canvas in Azure Machine Learning designer? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

A.

dataset

B.

co mpute

C.

pipeline

D.

module

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Question # 66

NO: 85 HOTSPOT

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 # 67

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.

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Question # 68

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.

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Question # 69

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 # 70

Select the answer that correctly completes the sentence.

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Question # 71

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

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Question # 72

What can be used to complete a paragraph based on a sentence provided by a user?

A.

Azure Al Language

B.

Azure OpenAI

C.

Azure Machine Learning

D.

Azure Al Vision

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Question # 73

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.

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Question # 74

Which two actions can you perform by using the Azure OpenAI DALL-E model? Each correct answer presents a complete solution.

NOTE: Each correct answer is worth one point.

A.

Create images.

B.

Use optical character recognition (OCR).

C.

Detect objects in images.

D.

Modify images.

E.

Generate captions for images.

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Question # 75

Which metric can you use to evaluate a classification model?

A.

true positive rate

B.

mean absolute error (MAE)

C.

coefficient of determination (R2)

D.

root mean squared error (RMSE)

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Question # 76

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 # 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.

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Question # 78

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

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Question # 79

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?

A.

fairness

B.

inclusiveness

C.

reliability and safety

D.

accountability

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Question # 80

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

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Question # 81

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

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Question # 82

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

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Question # 83

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 # 84

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

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Question # 85

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

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Question # 86

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

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Question # 87

You are developing a Chabot solution in Azure.

Which service should you use to determine a user’s intent?

A.

Translator

B.

Azure Cognitive Search

C.

Speech

D.

Language

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Question # 88

Select the answer that correctly completes the sentence.

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Question # 89

A smart device that responds to the question. "What is the stock price of Contoso, Ltd.?" is an example of which Al workload?

A.

computer vision

B.

anomaly detection

C.

knowledge mining

D.

natural language processing

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Question # 90

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

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Question # 91

You need to identify groups of rows with similar numeric values in a dataset. Which type of machine learning should you use?

A.

clustering

B.

regression

C.

classification

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Question # 92

Select the answer that correctly completes the sentence.

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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.

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Question # 94

What is the maximum image size that can be processed by using the prebuilt receipt model in Azure Al Document Intelligence?

A.

5 MB

B.

10MB

C.

50 MB

D.

100 MB

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Question # 95

Select the answer that correctly completes the sentence.

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Question # 96

Select the answer that correctly completes the sentence.

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Question # 97

You have an Internet of Things (loT) device that monitors engine temperature.

The device generates an alert if the engine temperature deviates from expected norms.

Which type of Al workload does the device represent?

A.

natural language processing (NLP)

B.

computer vision

C.

anomaly detection

D.

knowledge mining

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