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Microsoft AI-102 certification exam is designed to test individuals on their ability to design and implement Microsoft Azure AI solutions. AI-102 exam is targeted towards individuals who have experience working with Azure and have a strong understanding of AI and machine learning concepts. AI-102 exam measures the candidate's proficiency in several areas, including designing AI solutions that meet business requirements, implementing AI models and solutions, monitoring and troubleshooting AI solutions, and managing the lifecycle of AI solutions.

Microsoft AI-102 is a certification exam that validates the skills and knowledge of individuals in designing and implementing Azure AI solutions. Designing and Implementing a Microsoft Azure AI Solution certification is intended for professionals who have experience in building AI applications and are looking to advance their career in the field of Artificial Intelligence. AI-102 exam is designed to test the candidate's ability to design and implement AI solutions using Microsoft Azure services.

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Microsoft AI-102 Exam is a challenging but rewarding certification that can help professionals advance their careers in the field of artificial intelligence. By passing AI-102 exam, individuals can demonstrate their expertise in designing and implementing AI solutions on the Azure platform, and position themselves as valuable assets to organizations looking to leverage the power of AI to drive business growth and innovation.

Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q175-Q180):

NEW QUESTION # 175
Select the answer that correctly completes the sentence.

Answer:

Explanation:

NEW QUESTION # 176
Case Study 1 - Wide World Importers
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.

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 AI Services resource named wwics
* An Azure Video Analyzer for Media (previously 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 AI 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 AI 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 Azure AI 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.

Drag and Drop Question
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.)

Answer:

Explanation:

Explanation:
Scenario: 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.
Step 1: Upload the video to blob storage
Given a video or audio file, the file is first dropped into a Blob Storage.
Step 2: Index the video by using the Video Indexer API.
When a video is indexed, Video Indexer produces the JSON content that contains details of the specified video insights. The insights include: transcripts, OCRs, faces, topics, blocks, etc.
Step 3: Extract the transcript from the Video Indexer API.
Step 4: Translate the transcript by using the Azure AI Translator API.
Reference:
https://azure.microsoft.com/en-us/blog/get-video-insights-in-even-more-languages/
https://docs.microsoft.com/en-us/azure/media-services/video-indexer/video-indexer-output-json- v2

NEW QUESTION # 177
SIMULATION
You need to create a Azure AI Document Intelligence resource named fr12345678.
Use the Azure AI Document Intelligence sample labeling tool at https://fott-2-1.azurewebsites.net/ to analyze the invoice located in the C:ResourcesInvoices folder.
Save the results as C:ResourcesInvoicesResults.json.
To complete this task, sign in to the Azure portal and open the Azure AI Document Intelligence sample labeling tool.

Answer:

Explanation:
Step 1: Sign in to the Azure Portal.
Step 2: Navigate to the Azure AI Document Intelligence Sample Tool (at https://fott-2-
1.azurewebsites.net)
Step 3: On the sample tool home page select Use prebuilt model to get data.

Step 4: Select the Form Type you would like to analyze from the dropdown window.
Step 5: In the Source: URL field, paste the selected URL and select the Fetch button.
Step 6: In the Choose file for analysis use the file in the C:ResourcesInvoices folder and select the Fetch button.

Step 7: Select Run analysis. The Azure AI Document Intelligence Sample Labeling tool will call the Analyze Prebuilt API and analyze the document.
Step 8: View the results - see the key-value pairs extracted, line items, highlighted text extracted and tables detected.

Step 9: Save the results as C:ResourcesInvoicesResults.json.
Reference:
https://docs.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/quickstarts/try- sample-label-tool

NEW QUESTION # 178
Select the answer that correctly completes the sentence.

Answer:

Explanation:

Explanation

NEW QUESTION # 179
Your company wants to reduce how long it takes for employees to log receipts in expense reports. All the receipts are in English.
You need to extract top-level information from the receipts, such as the vendor and the transaction total. The solution must minimize development effort.
Which Azure Cognitive Services service should you use?

A. Form Recognizer
B. Computer Vision
C. Personalizer
D. Custom Vision

Answer: C

Explanation:
Azure Form Recognizer is a cognitive service that lets you build automated data processing software using machine learning technology. Identify and extract text, key/value pairs, selection marks, tables, and structure from your documents-the service outputs structured data that includes the relationships in the original file, bounding boxes, confidence and more.
Form Recognizer is composed of custom document processing models, prebuilt models for invoices, receipts, IDs and business cards, and the layout model.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/form-recognizer

NEW QUESTION # 180
......

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