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Quiz

1/10
DRAG DROP

You are developing the smart e-commerce project.

You need to design the skillset to include the contents of PDFs in searches.

How should you complete the skillset design diagram? To answer, drag the appropriate services to
the correct stages. Each service 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.



Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 5-3079480112
Select the answer
1 correct answer
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 4-534158494

Quiz

2/10
DRAG DROP

You are planning the product creation project.

You need to recommend a process for analyzing videos.

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. (Choose four.)



Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 6-3496924339
Select the answer
1 correct answer
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 7-1746146080

Quiz

3/10
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.


Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 8-883368306
Select the answer
1 correct answer
Option is correct.
Box 1: api-nam.cognitive.microsofttranslator.com
https://docs.microsoft.com/en-us/azure/cognitive-services/translator/reference/v3-0-reference
Box 2: /translate
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/translator/reference/v3-0-translate
TESTLET-1.
Wide World Importers
Case study
This is a case study. Case studies are not timed separately. You can use as much exam time as you
would like to complete each case. However, there may be additional case studies and sections on
this exam. You must manage your time to ensure that you are able to complete all questions included
on this exam in the time provided.
To answer the questions included in a case study, you will need to reference information that is
provided in the case study. Case studies might contain exhibits and other resources that provide
more information about the scenario that is described in the case study. Each question is
independent of the other questions in this case study.
At the end of this case study, a review screen will appear. This screen allows you to review your
answers and to make changes before you move to the next section of the exam. After you begin a
new section, you cannot return to this section.
To start the case study
To display the first question in this case study, click the Next button. Use the buttons in the left pane
to explore the content of the case study before you answer the questions. Clicking these buttons
displays information such as business requirements, existing environment, and problem statements.
If the case study has an All Information tab, note that the information displayed is identical to the
information displayed on the subsequent tabs. When you are ready to answer a question, click the
Question button to return to the question.
Overview
Existing Environment
A company named Wide World Importers is developing an e-commerce platform.
You are working with a solutions architect to design and implement the features of the e-commerce
platform. The platform will use microservices and a serverless environment built on Azure.
Wide World Importers has a customer base that includes English, Spanish, and Portuguese speakers.
Applications
Wide World Importers has an App Service plan that contains the web apps shown in the following
table.
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 2-3866137885

Azure Resources
You have the following resources:
An Azure Active Directory (Azure AD) tenant
The tenant supports internal authentication.
All employees belong to a group named AllUsers.
Senior managers belong to a group named LeadershipTeam.
An Azure Functions resource
A function app posts to Azure Event Grid when stock levels of a product change between OK, Low
Stock, and Out of Stock. The function app uses the Azure Cosmos DB change feed.
An Azure Cosmos DB account
The account uses the Core (SQL) API.
The account stores data for the Product Management app and the Inventory Tracking app.
An Azure Storage account
The account contains blob containers for assets related to products.
The assets include images, videos, and PDFs.
An Azure Cognitive Services resource named wwics
A Video Indexer resource named wwivi
Requirements
Business Goals
Wide World Importers wants to leverage AI technologies to differentiate itself from its competitors.
Planned Changes
Wide World Importers plans to start the following projects:
A product creation project: Help employees create accessible and multilingual product entries, while
expediting product entry creation.
A smart e-commerce project: Implement an Azure Cognitive Search solution to display products for
customers to browse.
A shopping on-the-go project: Build a chatbot that can be integrated into smart speakers to support
customers.
Business Requirements
Wide World Importers identifies the following business requirements for all the projects:
Provide a multilingual customer experience that supports English, Spanish, and Portuguese.
Whenever possible, scale based on transaction volumes to ensure consistent performance.
Minimize costs.
Governance and Security Requirements
Wide World Importers identifies the following governance and security requirements:
Data storage and processing must occur in datacenters located in the United States.
Azure Cognitive Services must be inaccessible directly from the internet.
Accessibility Requirements
Wide World Importers identifies the following accessibility requirements:
All images must have relevant alt text.
All videos must have transcripts that are associated to the video and included in product
descriptions.
Product descriptions, transcripts, and all text must be available in English, Spanish, and Portuguese.
Product Creation Requirements
Wide World Importers identifies the following requirements for improving the Product Management
app:
Minimize how long it takes for employees to create products and add assets.
Remove the need for manual translations.
Smart E-Commerce Requirements
Wide World Importers identifies the following requirements for the smart e-commerce project:
Ensure that the Cognitive Search solution meets a Service Level Agreement (SLA) of 99.9%
availability for searches and index writes.
Provide users with the ability to search insight gained from the images, manuals, and videos
associated with the products.
Support autocompletion and autosuggestion based on all product name variants.
Store all raw insight data that was generated, so the data can be processed later.
Update the stock level field in the product index immediately upon changes.
Update the product index hourly.
Shopping On-the-Go Requirements
Wide World Importers identifies the following requirements for the shopping on-the-go chatbot:
Answer common questions.
Support interactions in English, Spanish, and Portuguese.
Replace an existing FAQ process so that all Q&A is managed from a central location.
Provide all employees with the ability to edit Q&As. Only senior managers must be able to publish
updates.
Support purchases by providing information about relevant products to customers. Product displays
must include images and warnings when stock levels are low or out of stock.
Product JSON Sample
You have the following JSON sample for a product.
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 3-713506294

Quiz

4/10
You are developing the smart e-commerce project.

You need to implement autocompletion as part of the Cognitive Search solution.

Which three actions should you perform? Each correct answer presents part of the solution. (Choose
three.)

NOTE: Each correct selection is worth one point.
Select the answer
3 correct answers
A.
Make API queries to the autocomplete endpoint and include suggesterName in the body.
B.
Add a suggester that has the three product name fields as source fields.
C.
Make API queries to the search endpoint and include the product name fields in the searchFields
query parameter.
D.
Add a suggester for each of the three product name fields.
E.
Set the searchAnalyzer property for the three product name variants.
F.
Set the analyzer property for the three product name variants.

Quiz

5/10
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.




Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 9-3176616596
Select the answer
1 correct answer
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 10-1657010361

Quiz

6/10
HOTSPOT


You need to develop code to upload images for the product creation project. The solution must meet
the accessibility requirements.

How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 11-2512715468
Select the answer
1 correct answer
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 12-810291192

Quiz

7/10
HOTSPOT

You are developing the shopping on-the-go project.
You need to build the Adaptive Card for the chatbot.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.



Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 13-4240285312
Select the answer
1 correct answer
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 14-76089797

Quiz

8/10
You need to develop an extract solution for the receipt images. The solution must meet the
document processing requirements and the technical requirements.

You upload the receipt images to the From Recognizer API for analysis, and the API returns the
following JSON.




Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 18-468471392




Which expression should you use to trigger a manual review of the extracted information by a
member of the Consultant-Bookkeeper group?
Select the answer
1 correct answer
A.
documentResults.docType == "prebuilt:receipt"
B.
documentResults.fields.".confidence < 0.7
C.
documentResults.fields.ReceiptType.confidence > 0.7
D.
documentResults.fields.MerchantName.confidence < 0.7

Quiz

9/10
HOTSPOT
You are developing the knowledgebase by using Azure Cognitive Search.
You need to build a skill that will be used by indexers.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 19-3062460578
Select the answer
1 correct answer
Option is correct.
Box 1: "categories": ["Locations", "Persons", "Organizations"],
Locations, Persons, Organizations are in the outputs.
Scenario: Contoso plans to develop a searchable knowledgebase of all the intellectual property
Note: The categories parameter is an array of categories that should be extracted. Possible category
types: "Person", "Location", "Organization", "Quantity", "Datetime", "URL", "Email". If no category is
provided, all types are returned.
Box 2: {"name": " entities"}
The include wikis, so should include entities in the outputs.
Note: entities is an array of complex types that contains rich information about the entities extracted
from text, with the following fields
name (the actual entity name. This represents a "normalized" form)
wikipediaId
wikipediaLanguage
wikipediaUrl (a link to Wikipedia page for the entity)
etc.
Reference:
https://docs.microsoft.com/en-us/azure/search/cognitive-search-skill-entity-recognition
TESTLET-2.
Contoso, Ltd.
Case Study
This is a case study Case studies are not timed separately. You can use as much exam time as you
would like to complete each case. However, there may be additional case studies and sections on
this exam. You must manage your time to ensure that you are able to complete all questions included
on this exam in the time provided.
To answer the questions included in a case study, you will need to reference information that is
provided in the case study. Case studies might contain exhibits and other resources that provide
more information about the scenario that is described in the case study. Each question is
independent of the other questions in this case study.
At the end of this case study, a review screen will appear. This screen allows you to review your
answers and to make changes before you move to the next section of the exam. After you begin a
new section, you cannot return to this section.
To start the case study
To display the first question in this case study, click the Next button. Use the buttons in the left pane
to explore the content of the case study before you answer the questions. Clicking these buttons
displays information such as business requirements, existing environment, and problem statements.
If the case study has an All Information tab. note that the information displayed is identical to the
information displayed on the subsequent tabs. When you are ready to answer a question, click the
Question button to return to the question.
General Overview
Contoso, Ltd. is an international accounting company that has offices in France. Portugal, and the
United Kingdom. Contoso has a professional services department that contains the
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 16-2922857171

Infrastructure
Contoso has the following subscriptions:
• Azure
• Microsoft 365
• Microsoft Dynamics 365
Azure Active (Azure AD) Directory
Contoso has Azure Active Directory groups for securing role-based access. The company uses the
following group naming conventions:
• ICountryJ-[Levell-[Role]
• [Level]-[Role]
Intellectual Property
Contoso has the intellectual property shown in the following table.
Certification Exam Microsoft Certified: Azure AI Engineer Associate Microsoft Microsoft-AI-102 17-2194968917

Text-based content is provided only in one language and is not translated.
Planned Projects
Contoso plans to develop the following:
• A document processing workflow to extract information automatically from PDFs and images of
financial documents
• A customer-support chatbot that will answer questions by using FAQs
• A searchable knowledgebase of all the intellectual property
Technical Requirements
Contoso identifies the following technical requirements:
• All content must be approved before being published.
• All planned projects must support English, French, and Portuguese.
• All content must be secured by using role-based access control (RBAC).
• RBAC role assignments must use the principle of least privilege.
• RBAC roles must be assigned only to Azure Active Directory groups.
• Al solution responses must have a confidence score that is equal to or greater than 70 percent.
• When the response confidence score of an Al response is lower than 70 percent, the response
must be improved by human input.
Chatbot Requirements
Contoso identifies the following requirements for the chatbot:
• Provide customers with answers to the FAQs.
• Ensure that the customers can chat to a customer service agent.
• Ensure that the members of a group named Management-Accountants can approve the FAQs.
• Ensure that the members of a group named Consultant-Accountants can create and amend the
FAQs.
• Ensure that the members of a group named the Agent-CustomerServices can browse the FAQs.
• Ensure that access to the customer service agents is managed by using Omnichannel for Customer
Service.
• When the response confidence score is low. ensure that the chatbot can provide other response
options to the customers.
Document Processing Requirements
Contoso identifies the following requirements for document processing:
• The document processing solution must be able to process standardized financial documents that
have the following characteristics:
• Contain fewer than 20 pages.
• Be formatted as PDF or JPEG files.
• Have a distinct standard for each office.
• The document processing solution must be able to extract tables and text from the financial
documents.
• The document processing solution must be able to extract information from receipt images.
• Members of a group named Management-Bookkeeper must define how to extract tables from the
financial documents.
• Members of a group named Consultant-Bookkeeper must be able to process the financial
documents.
Knowledgebase Requirements
Contoso identifies the following requirements for the knowledgebase:
• Supports searches for equivalent terms
• Can transcribe jargon with high accuracy
• Can search content in different formats, including video
• Provides relevant links to external resources for further research

Quiz

10/10
You are developing the chatbot.
You create the following components:
• A QnA Maker resource
• A chatbot by using the Azure Bot Framework SDK
You need to add an additional component to meet the technical requirements and the chatbot
requirements. What should you add?
Select the answer
1 correct answer
A.
Dispatch
B.
chatdown
C.
Language Understanding
D.
Microsoft Translator
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