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Microsoft AI-102 exam is suitable for individuals who have experience in developing AI solutions and are looking to showcase their expertise in designing and implementing AI solutions using Microsoft Azure services. AI-102 Exam also provides an opportunity for professionals to enhance their skills in the field of AI and prepare for a career in AI development.
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Microsoft AI-102 Certification Exam is an excellent opportunity for professionals to showcase their expertise in designing and implementing AI solutions using Microsoft Azure. By passing AI-102 exam, you will demonstrate your skills and knowledge to build AI applications that can meet the needs of businesses. Designing and Implementing a Microsoft Azure AI Solution certification will help you stand out in the job market and advance your career as an AI engineer, data scientist, or developer.
NEW QUESTION # 30
You are building an agent by using the Azure Al Agent Service.
You need to ensure that the agent can access publicly accessible data that was released during the past 90 days.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Topic 2, Wide World Importers
Overview
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.
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.
NEW QUESTION # 31
You have the following C# method for creating Azure Cognitive Services resources programmatically.
You need to call the method to create a free Azure resource in the West US Azure region. The resource will be used to generate captions of images automatically.
Which code should you use?
Answer: A
Explanation:
The question is about creating an Azure Cognitive Services resource programmatically with C#.
* Free resource # This requires the F0 (Free) pricing tier.
* West US region # Location should be "westus".
* Generate captions of images automatically # This requires the Computer Vision service.
Key requirements from the question:
* A. create_resource(client, "res1", "ComputerVision", "F0", "westus")
* Uses "ComputerVision" kind # Correct, because Computer Vision provides the image captioning feature.
* Tier is "F0" # Correct, free tier.
* Location "westus" # Correct.
* This is the correct answer.
* B. create_resource(client, "res1", "CustomVision.Prediction", "F0", "westus")
* Custom Vision is for building and deploying custom image classifiers.
* The Prediction resource is specifically for running inference, not general captioning.
* Wrong service for the requirement.
* C. create_resource(client, "res1", "ComputerVision", "S0", "westus")
* "ComputerVision" is correct.
* But "S0" is a paid tier, not the required free tier.
* Does not meet the requirement.
* D. create_resource(client, "res1", "CustomVision.Prediction", "S0", "westus")
* Wrong service (captioning is not handled by Custom Vision).
* Wrong tier (paid instead of free).
* Incorrect.
Option Analysis
The answer: A. create_resource(client, "res1", "ComputerVision", "F0", "westus")
* Azure AI Computer Vision documentation
* Create a Cognitive Services resource in Azure
* Computer Vision capabilities - Image analysis and captioning
Microsoft References
NEW QUESTION # 32
Drag and Drop Question
You have an Azure subscription that contains an Azure OpenAI resource named AI1.
You need to analyze an image to obtain a text description.
Which four actions should you perform in sequence from Azure OpenAI Studio? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation:
1. Create a new deployment and select a DALL-E model. (DALL-E models are designed to work with image generation and analysis, which is necessary to obtain a text description from an image.)
2. In the System message field, enter 'You are an AI assistant that describes images.' (Setting up the system message clarifies the task for the model, specifying its role in the interaction.)
3. Open Chat playground and select the deployed model. (The playground allows you to interact with the deployed model.)
4. In the Chat session pane, enter a text prompt of 'Describe this image,' and upload an image by using the attachment button. (This step enables interaction with the model by providing the image and the instruction to describe it.)
NEW QUESTION # 33
You are building an Azure Cognitive Search custom skill.
You have the following custom skill schema definition.
For each of the following statements, select Yes if the statement. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/search/cognitive-search-output-field-mapping
NEW QUESTION # 34
You have a flow that you plan to deploy to Azure Machine Learning managed online endpoints for real-time inference.
You need to modify the YAML configuration file for the deployment to ensure that trace data and system metrics are collected and sent to an Application Insights resource named my-app-insights.
How should you modify the file? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 35
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