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Microsoft AI-102 Exam “Designing and Implementing a Microsoft Azure AI Solution (beta)” https://www.lead4pass.com/ai-102.html (Total Questions: 54 Q&A)

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Microsoft AI-102 exam questions online practice test

QUESTION 1
HOTSPOT
You are reviewing the design of a chatbot. The chatbot includes a language generation file that contains the following
fragment.
# Greet(user)
-${Greeting()}, ${user.name}
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area: microsoft ai-102 exam questions q1

Correct Answer:

microsoft ai-102 exam questions q1-1

Box 1: No
Example: Greet a user whose name is stored in `user.name`

${ welcomeUser(user.name) }
Example: Greet a user whose name you don\\’t know:

${ welcomeUser() }
Box 2: No
Greet(User) is a Send a response action.
Box 3: Yes
Reference:
https://docs.microsoft.com/en-us/composer/how-to-ask-for-user-input

 

QUESTION 2
HOTSPOT
You are developing an application that will use the Computer Vision client library. The application has the following
code.microsoft ai-102 exam questions q2

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

microsoft ai-102 exam questions q2-1

Correct Answer:

microsoft ai-102 exam questions q2-2

Box 1: No
Box 2: Yes
The ComputerVision.analyzeImageInStreamAsync operation extracts a rich set of visual features based on the image
content.
Box 3: No
Images will be read from a stream.
Reference:
https://docs.microsoft.com/enus/java/api/com.microsoft.azure.cognitiveservices.vision.computervision.computervision.analyzeimageinstreamasync

 

QUESTION 3
HOTSPOT
You are developing a service that records lectures given in English (United Kingdom).
You have a method named AppendToTranscriptFile that takes translated text and a language identifier.
You need to develop code that will provide transcripts of the lectures to attendees in their respective language. The
supported languages are English, French, Spanish, and German.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:microsoft ai-102 exam questions q3

Correct Answer:

microsoft ai-102 exam questions q3-1

Box 1: {“fr”, “de”, “es”}
A common task of speech translation is to specify target translation languages, at least one is required but multiples are
supported. The following code snippet sets both French and German as translation language targets.
static async Task TranslateSpeechAsync() { var translationConfig =
SpeechTranslationConfig.FromSubscription(SPEECH__SUBSCRIPTION__KEY, SPEECH__SERVICE__REGION);
translationConfig.SpeechRecognitionLanguage = “it-IT”;
// Translate to languages. See, https://aka.ms/speech/sttt-languages
translationConfig.AddTargetLanguage(“fr”);
translationConfig.AddTargetLanguage(“de”);
}
Box 2: TranslationRecognizer
After you\\’ve created a SpeechTranslationConfig, the next step is to initialize a TranslationRecognizer.
Example code:
static async Task TranslateSpeechAsync()
{
var translationConfig =
SpeechTranslationConfig.FromSubscription(SPEECH__SUBSCRIPTION__KEY, SPEECH__SERVICE__REGION);
var fromLanguage = “en-US”;
var toLanguages = new List { “it”, “fr”, “de” };
translationConfig.SpeechRecognitionLanguage = fromLanguage;
toLanguages.ForEach(translationConfig.AddTargetLanguage);
using var recognizer = new TranslationRecognizer(translationConfig); }

 

QUESTION 4
You develop an application to identify species of flowers by training a Custom Vision model.
You receive images of new flower species.
You need to add the new images to the classifier.
Solution: You add the new images and labels to the existing model. You retrain the model, and then publish the model.
Does this meet the goal?
A. Yes
B. No
Correct Answer: A
The model needs to be extended and retrained.

 

QUESTION 5
HOTSPOT
You are building a chatbot by using the Microsoft Bot Framework SDK.
You use an object named UserProfile to store user profile information and an object named ConversationData to store
information related to a conversation.
You create the following state accessors to store both objects in state.
var userStateAccessors = _userState.CreateProperty(nameof(UserProfile));
var conversationStateAccessors = _conversationState.CreateProperty(nameof(ConversationData));
The state storage mechanism is set to Memory Storage.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:microsoft ai-102 exam questions q5

Correct Answer:

microsoft ai-102 exam questions q5-1

Box 1: Yes
You create property accessors using the CreateProperty method that provides a handle to the BotState object. Each
state property accessor allows you to get or set the value of the associated state property.
Box 2: Yes
Box 3: No
Before you exit the turn handler, you use the state management objects\\’ SaveChangesAsync() method to write all
state changes back to storage.
Reference:
https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-howto-v4-state

 

QUESTION 6
DRAG DROP
You are developing a photo application that will find photos of a person based on a sample image by using the Face
API.
You need to create a POST request to find the photos.
How should you complete the request? To answer, drag the appropriate values to the correct targets. Each value 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.
Select and Place:microsoft ai-102 exam questions q6

Correct Answer:

microsoft ai-102 exam questions q6-1

Box 1: detect
Face – Detect With Url: Detect human faces in an image, return face rectangles, and optionally with faceIds, landmarks,
and attributes.
POST {Endpoint}/face/v1.0/detect
Box 2: matchPerson
Find similar has two working modes, “matchPerson” and “matchFace”. “matchPerson” is the default mode that it tries to
find faces of the same person as possible by using internal same-person thresholds. It is useful to find a known
person\\’s
other photos. Note that an empty list will be returned if no faces pass the internal thresholds. “matchFace” mode ignores
same-person thresholds and returns ranked similar faces anyway, even the similarity is low. It can be used in the cases
like searching celebrity-looking faces.
Reference:
https://docs.microsoft.com/en-us/rest/api/faceapi/face/detectwithurl
https://docs.microsoft.com/en-us/rest/api/faceapi/face/findsimilar


QUESTION 7
HOTSPOT
You are developing the shopping on-the-go project.
You are configuring access to the QnA Maker resources.
Which role should you assign to AllUsers and LeadershipTeam? To answer, select the appropriate options in the
answer area.
NOTE: Each correct selection is worth one point.
Hot Area:microsoft ai-102 exam questions q7

Correct Answer:

microsoft ai-102 exam questions q7-1

Box 1: QnA Maker Editor
Scenario: Provide all employees with the ability to edit QandAs.
The QnA Maker Editor (read/write) has the following permissions:
Create KB API
Update KB API
Replace KB API
Replace Alterations
“Train API” [in new service model v5]
Box 2: Contributor
Scenario: Only senior managers must be able to publish updates.
Contributor permission: All except ability to add new members to roles
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/reference-role-based-access-control


QUESTION 8
You are building a multilingual chatbot.
You need to send a different answer for positive and negative messages.
Which two Text Analytics APIs should you use? Each correct answer presents part of the solution. (Choose two.)
NOTE: Each correct selection is worth one point.
A. Linked entities from a well-known knowledge base
B. Sentiment Analysis
C. Key Phrases
D. Detect Language
E. Named Entity Recognition
Correct Answer: BD
B: The Text Analytics API\\’s Sentiment Analysis feature provides two ways for detecting positive and negative
sentiment. If you send a Sentiment Analysis request, the API will return sentiment labels (such as “negative”, “neutral”
and “positive”) and confidence scores at the sentence and document-level.
D: The Language Detection feature of the Azure Text Analytics REST API evaluates text input for each document and
returns language identifiers with a score that indicates the strength of the analysis.
This capability is useful for content stores that collect arbitrary text, where language is unknown.
Reference: https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/how-tos/text-analytics-how-tosentiment-analysis?tabs=version-3-1
https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/how-tos/text-analytics-how-to-languagedetection

 

QUESTION 9
DRAG DROP
You are building a retail chatbot that will use a QnA Maker service.
You upload an internal support document to train the model. The document contains the following question: “What is
your warranty period?”
Users report that the chatbot returns the default QnA Maker answer when they ask the following question: “How long is
the warranty coverage?”
The chatbot returns the correct answer when the users ask the following question: \\’What is your warranty period?”
Both questions should return the same answer.
You need to increase the accuracy of the chatbot responses.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions
to the answer area and arrange them in the correct order. (Choose three.)
Select and Place:microsoft ai-102 exam questions q9

Correct Answer:

microsoft ai-102 exam questions q9-1

Step 1: Add alternative phrasing to the question and answer (QnA) pair.
Add alternate questions to an existing QnA pair to improve the likelihood of a match to a user query.
Step 2: Retrain the model.
Periodically select Save and train after making edits to avoid losing changes.
Step 3: Republish the model
Note: A knowledge base consists of question and answer (QnA) pairs. Each pair has one answer and a pair contains all
the information associated with that answer.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/how-to/edit-knowledge-base

 

QUESTION 10
HOTSPOT
You are planning the product creation project.
You need to build the REST endpoint to create the multilingual product descriptions.
How should you complete the URI? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:microsoft ai-102 exam questions q10

Box 1: api.cognitive.microsofttranslator.com Translator 3.0: Translate. Send a POST request to:
https://api.cognitive.microsofttranslator.com/translate?api-version=3.0
Box 2: /translate Reference: https://docs.microsoft.com/en-us/azure/cognitiveservices/translator/reference/v3-0-translate

 

QUESTION 11
You are developing a new sales system that will process the video and text from a public-facing website.
You plan to monitor the sales system to ensure that it provides equitable results regardless of the user\\’s location or
background.
Which two responsible AI principles provide guidance to meet the monitoring requirements? Each correct answer
presents part of the solution. (Choose two.)
NOTE: Each correct selection is worth one point.
A. transparency
B. fairness
C. inclusiveness
D. reliability and safety
E. privacy and security
Correct Answer: BD
AI systems should treat all people fairly.
AI systems should perform reliably and safely.
Reference:
https://docs.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/responsible-ai

 

QUESTION 12
DRAG DROP
You have 100 chatbots that each has its own Language Understanding model.
Frequently, you must add the same phrases to each model.
You need to programmatically update the Language Understanding models to include the new phrases.
How should you complete the code? To answer, drag the appropriate values to the correct targets. Each value 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.
Select and Place:microsoft ai-102 exam questions q12

Correct Answer:

microsoft ai-102 exam questions q12-1

Box 1: AddPhraseListAsync Example: Add phraselist feature
var phraselistId = await client.Features.AddPhraseListAsync(appId, versionId, new PhraselistCreateObject
{ EnabledForAllModels = false, IsExchangeable = true, Name = “QuantityPhraselist”, Phrases = “few,more,extra”
});
Box 2: PhraselistCreateObject
Reference: https://docs.microsoft.com/en-us/azure/cognitive-services/luis/client-libraries-rest-api

 

QUESTION 13
You build a language model by using a Language Understanding service. The language model is used to search for
information on a contact list by using an intent named FindContact.
A conversational expert provides you with the following list of phrases to use for training.
Find contacts in London.
Who do I know in Seattle?
Search for contacts in Ukraine.
You need to implement the phrase list in Language Understanding.
Solution: You create a new entity for the domain.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
Instead use a new intent for location.
Note: An intent represents a task or action the user wants to perform. It is a purpose or goal expressed in a user\\’s
utterance.
Define a set of intents that corresponds to actions users want to take in your application.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-concept-intent


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[May 2021] Get 13 free Microsoft AI-100 exam practice test questions

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Microsoft Azure AI Solution AI-100 exam practice question and answer online practice exam from Lead4pass

QUESTION 1
You have Azure IoT Edge devices that generate measurement data from temperature sensors. The data changes very
slowly.
You need to analyze the data in a temporal two-minute window. If the temperature rises five degrees above a limit, an
alert must be raised. The solution must minimize the development of custom code.
What should you use?
A. A Machine Learning model as a web service
B. an Azure Machine Learning model as an IoT Edge module
C. Azure Stream Analytics as an IoT Edge module
D. Azure Functions as an IoT Edge module
Correct Answer: C
References: https://docs.microsoft.com/en-us/azure/iot-edge/tutorial-deploy-stream-analytics

 

QUESTION 2
DRAG-DROP
You need to create a bot to meet the following requirements:
1.
The bot must support multiple bot channels including Direct Line.
2.
Users must be able to sign in to the bot by using a Gmail user account and save activities and preferences.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to
the answer area and arrange them in the correct order.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.
Select and Place:microsoft ai-100 practice test q2

Correct Answer:

microsoft ai-100 practice test q2-1

Step 1: From the Azure portal, configure an identity provider.
The Azure Bot Service and the v4 SDK include new bot authentication capabilities, providing features to make it easier
to develop a bot that authenticates users to various identity providers, such as Azure AD (Azure Active Directory),
GitHub,
Uber, and so on.
Step 2: From the Azure portal, create an Azure Active Directory (Azure AD) B2C service.
Azure Active Directory B2C provides business-to-customer identity as a service. Your customers use their preferred
social, enterprise, or local account identities to get single sign-on access to your applications and APIs.
Step 3: From the Azure portal, create a client application
You can enable communication between your bot and your own client application by using the Direct Line API.
Step 4: From the bot code, add the connection settings and OAuthPrompt
Use an OAuth prompt to sign the user in and get a token.
Azure AD B2C uses standards-based authentication protocols including OpenID Connect, OAuth 2.0, and SAML.
References:
https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-authentication?view=azure-bot-service-4.0

 

QUESTION 3
You are developing an application that will perform optical character recognition of photos of medical logbooks.
You need to recommend a solution to validate the data against a validated set of records.
Which service should you include in the recommendation?
A. Azure Data Catalog
B. Text Analytics
C. Bing Autosuggest
D. Master Data Services (MDS) in Microsoft SQL Server
Correct Answer: D
References: https://docs.microsoft.com/en-us/sql/master-data-services/validation-master-data-services?view=sqlserver-2017

 

QUESTION 4
HOTSPOT
You have an app that uses the Language Understanding (LUIS) API as shown in the following exhibit.microsoft ai-100 practice test q4

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.
Hot Area:

microsoft ai-100 practice test q4-1

Correct Answer:

microsoft ai-100 practice test q4-2

Box 1: train
Utterances are input from the user that your app needs to interpret. To train LUIS to extract intents and entities from
them, it\\’s important to capture a variety of different example utterances for each intent. Active learning, or the process
of
continuing to train on new utterances, is essential to the machine-learned intelligence that LUIS provides.
Box 2: creating intents
Each intent needs to have example utterances, at least 15. If you have an intent that does not have any example
utterances, you will not be able to train LUIS. If you have an intent with one or very few example utterances, LUIS will
not
accurately predict the intent.
Box 3: never published
In each iteration of the model, do not add a large number of utterances. Add utterances in quantities of 15. Train,
publish, and test again.
References:
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-concept-utteran3ce

 

QUESTION 5
DRAG-DROP
You are designing an AI solution that will analyze media data. The data will be stored in Azure Blob storage.
You need to ensure that the storage account is encrypted by using a key generated by the hardware security module
(HSM) of your company.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions
to the answer area and arrange them in the correct order.
Select and Place:

microsoft ai-100 practice test q5

Correct Answer:

microsoft ai-100 practice test q5-1

References: https://docs.microsoft.com/en-us/azure/storage/common/storage-encryption-keys-portal
https://docs.microsoft.com/en-us/azure/key-vault/key-vault-hsm-protected-keys

 

QUESTION 6
Your company recently deployed several hardware devices that contain sensors.
The sensors generate new data on an hourly basis. The data generated is stored on-premises and retained for several
years.
During the past two months, the sensors generated 300 GB of data.
You plan to move the data to Azure and then perform advanced analytics on the data.
You need to recommend an Azure storage solution for the data.
Which storage solution should you recommend?
A. Azure Queue storage
B. Azure Cosmos DB
C. Azure Blob storage
D. Azure SQL Database
Correct Answer: C
References: https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/data-storage

 

QUESTION 7
Your company plans to develop a mobile app to provide meeting transcripts by using speech-to-text. Audio from the
meetings will be streamed to provide real-time transcription.
You need to recommend which task each meeting participant must perform to ensure that the transcripts of the
meetings can identify all participants.
Which task should you recommend?
A. Record the meeting as an MP4.
B. Create a voice signature.
C. Sign up for Azure Speech Services.
D. Sign up as a guest in Azure Active Directory (Azure AD)
Correct Answer: B
The first step is to create voice signatures for the conversation participants. Creating voice signatures is required for
efficient speaker identification.
Note: In addition to the standard baseline model used by the Speech Services, you can customize models to your needs
with available data, to overcome speech recognition barriers such as speaking style, vocabulary and background noise.
References:
https://docs.microsoft.com/bs-latn-ba/azure/cognitive-services/speech-service/how-to-use-conversation-transcriptionservice

 

QUESTION 8
You plan to design an application that will use data from Azure Data Lake and perform sentiment analysis by using
Azure Machine Learning algorithms.
The developers of the application use a mix of Windows- and Linux-based environments. The developers contribute to
shared GitHub repositories.
You need all the developers to use the same tool to develop the application.
What is the best tool to use? More than one answer choice may achieve the goal.
A. Microsoft Visual Studio Code
B. Azure Notebooks
C. Azure Machine Learning Studio
D. Microsoft Visual Studio
Correct Answer: C
References: https://github.com/MicrosoftDocs/azure-docs/blob/master/articles/machine-learning/studio/algorithmchoice.md

 

QUESTION 9
Your company is building custom models that integrate into a microservices architecture on Azure Kubernetes Services
(AKS).
The model is built by using Python and published to AKS.
You need to update the model and enable Azure Application Insights for the model.
What should you use?
A. the Azure CLI
B. MLNET Model Builder
C. the Azure Machine Learning SDK
D. the Azure portal
Correct Answer: C
You can set up Azure Application Insights for Azure Machine Learning. Application Insights gives you the opportunity to
monitor:
1.
Request rates, response times, and failure rates.
2.
Dependency rates, response times, and failure rates.
3.
Exceptions.
Requirements include an Azure Machine Learning workspace, a local directory that contains your scripts, and the Azure
Machine Learning SDK for Python installed.
References:
https://docs.microsoft.com/bs-latn-ba/azure/machine-learning/service/how-to-enable-app-insights


QUESTION 10
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains
a unique solution that might meet the stated goals. Some question sets might have more than one correct solution,
while
others might not have a correct solution.
After you answer a question, you will NOT be able to return to it. As a result, these questions will not appear in the
review screen.
You have an Azure SQL database, an Azure Data Lake Storage Gen 2 account, and an API developed by using Azure
Machine Learning Studio.
You need to ingest data once daily from the database, score each row by using the API, and write the data to the
storage account.
Solution: You create a scheduled Jupyter Notebook in Azure Databricks.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
We need to schedule the job in Azure Data Factory.

 

QUESTION 11
You have an Azure SQL database an Azure Data Lake Storage Gen 2 account, and an API developed by using Azure
Machine Learning Studio.
You need to ingest data once daily from the database. score each row by using my API, and write the data to the
storage account
Solution: You create an Azure Data Factory pipeline that contains the Machine Learning Batch Execution activity. Does
this mew the goal?
A. Yes
B. NO
Correct Answer: A

 

QUESTION 12
Your company has a data team of Transact-SQL experts.
You plan to ingest data from multiple sources into Azure Event Hubs.
You need to recommend which technology the data team should use to move and query data from Event Hubs to Azure
Storage. The solution must leverage the data team\\’s existing skills.
What is the best recommendation to achieve the goal? More than one answer choice may achieve the goal.
A. Azure Notification Hubs
B. Azure Event Grid
C. Apache Kafka streams
D. Azure Stream Analytics
Correct Answer: B
Event Hubs Capture is the easiest way to automatically deliver streamed data in Event Hubs to Azure Blob storage
or Azure Data Lake Store. You can subsequently process and deliver the data to any other storage destinations of your
choice, such as SQL Data Warehouse or Cosmos DB.
You to capture data from your event hub into a SQL data warehouse by using an Azure function triggered by an event
grid.
Example:microsoft ai-100 practice test q12

First, you create an event hub with the Capture feature enabled and set Azure blob storage as the destination. Data
generated by WindTurbineGenerator is streamed into the event hub and is automatically captured into Azure Storage
as
Avro files.
Next, you create an Azure Event Grid subscription with the Event Hubs namespace as its source and the Azure
Function endpoint as its destination. Whenever a new Avro file is delivered to the Azure Storage blob by the Event Hubs
Capture
feature, Event Grid notifies the Azure Function with the blob URI. The Function then migrates data from the blob to a
SQL data warehouse.
References:
https://docs.microsoft.com/en-us/azure/event-hubs/store-captured-data-data-warehouse

 

QUESTION 13
You need to create a prototype of a bot to demonstrate a user performing a task. The demonstration will use the Bot
Framework Emulator. Which boatbuilder CLI tool should you use to create the prototype?
A. Chatdown
B. QnAMaker
C. Dispatch
D. LuDown
Correct Answer: A
Use Chat down to produce prototype mock conversations in markdown and convert the markdown to transcripts you can
load and view in the new V4 Bot Framework Emulator. Incorrect Answers:
B: QnA Maker is a cloud-based API service that lets you create a conversational question-and-answer layer over your
existing data. Use it to build a knowledge base by extracting questions and answers from your semi-structured content,
including FAQs, manuals, and documents. Answer users\\’ questions with the best answers from the QnAs in your
knowledge base–automatically. Your knowledge base gets smarter, too, as it continually learns from user behavior.
C: Dispatch lets you build language models that allow you to dispatch between disparate components (such as QnA,
LUIS and custom code).
D: LuDown build LUIS language understanding models using markdown files
References: https://github.com/microsoft/botframework/blob/master/README.md

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