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【General】 Valid AI-102 prep4sure vce & Microsoft AI-102 dumps pdf & AI-102 latest

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Microsoft AI-102 exam is designed for professionals who want to validate their skills and knowledge in designing and implementing artificial intelligence (AI) solutions on the Microsoft Azure platform. AI-102 exam is intended for developers, data scientists, and AI engineers who want to demonstrate their expertise in building intelligent applications using various Azure services, including Cognitive Services, Machine Learning, and Bot Service.
Microsoft AI-102 Exam is designed for individuals who have a strong understanding of artificial intelligence (AI) and how it can be implemented in Microsoft Azure. AI-102 exam focuses on the design and implementation of AI solutions that can help businesses improve their operations, increase efficiency, and generate insights from data.
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To prepare for the Microsoft AI-102 Exam, candidates are recommended to have a good understanding of AI concepts, programming languages such as Python and R, and experience in using Azure AI services. Microsoft offers various resources, including online courses, practice exams, and study guides, to help candidates prepare for the exam and increase their chances of passing it on the first attempt.
Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q58-Q63):NEW QUESTION # 58
You train a Custom Vision model to identify a company's products by using the Retail domain.
You plan to deploy the model as part of an app for Android phones.
You need to prepare the model for deployment.
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.

Answer:
Explanation:

Explanation
In user want to change to deploy offline model
1. Change model domain to compact model
2. Retrain compact model
3. Export model
Reference:
https://docs.microsoft.com/en-us ... e/export-your-model

NEW QUESTION # 59
You have an Azure subscription that contains an Azure Al Content Safety resource named CS1.
You create a test image that contains a circle.
You submit the test image to CS1 by using the curl command and the following command-line parameters.

What should you expect as the output?
  • A. 0.0
  • B. 0
  • C. 1
  • D. 2
Answer: A
Explanation:
You are analyzing an image with Azure AI Content Safety using the following request payload:
{
"image": {
"content": "<base_64_string>"
},
"categories": [
"Violence"
],
"outputType": "EightSeverityLevels"
}
* Category specified # "Violence"
* The Content Safety API will check for violent content in the image.
* Test image description # A simple circle.
* This is not violent in any way.
* Output type # "EightSeverityLevels"
* This setting returns a floating-point severity score from 0.0 (no severity) up to 7.0 (highest severity).
* Since the image is only a circle (non-violent), the violence severity level will be at the lowest possible value: 0.0 The  answer: B. 0.0
* Azure AI Content Safety - Image moderation
* Content Safety severity levels

NEW QUESTION # 60
You need to implement a table projection to generate a physical expression of an Azure Cognitive Search index.
Which three properties should you specify in the skillset definition JSON configuration table node? Each correct answer presents part of the solution. (Choose three.) NOTE: Each correct selection is worth one point.
  • A. dataSourceConnection
  • B. generatedKeyName
  • C. tableName
  • D. dataSource
  • E. source
Answer: B,C,E
Explanation:
Defining a table projection.
Each table requires three properties:
tableName: The name of the table in Azure Storage.
generatedKeyName: The column name for the key that uniquely identifies this row.
source: The node from the enrichment tree you are sourcing your enrichments from. This node is usually the output of a shaper, but could be the output of any of the skills.
Reference:
https://docs.microsoft.com/en-us ... projection-overview
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 # 61
You are building an image sharing app that will use Azure AI to prevent users from sharing sexually explicit images.
You need to ensure that inappropriate images are identified correctly. The solution must minimize development effort.
What should you use?
  • A. Azure AI Studio
  • B. Azure AI Content Safety Studio
  • C. Vision Studio in Azure AI Vision
  • D. Visual Studio
Answer: B
Explanation:
You want to prevent users from sharing sexually explicit images and minimize development effort.
Azure AI Content Safety Studio provides a no-code, browser-based experience to test and tune image moderation using the Content Safety service. It supports out-of-the-box classification for Sexual, Hate, Violence, and Self-harm categories, lets you adjust severity thresholds, review results, and export settings or sample code with minimal engineering work.
Other options:
* A. Visual Studio - an IDE, not a moderation service.
* B. Vision Studio in Azure AI Vision - focuses on vision tasks (OCR, image analysis). For policy
/compliance moderation of explicit content, Content Safety is the correct service.
* D. Azure AI Studio - general hub for building generative AI apps; not the specialized moderation experience.
Microsoft References
* Azure AI Content Safety overview and image moderation concepts.
* Content Safety Studio quickstart and scenarios.
* Content categories (Sexual, Hate, Violence, Self-harm).

NEW QUESTION # 62
You are building an app that will enable users to upload images. The solution must meet the following requirements:
* Automatically suggest alt text for the images.
* Detect inappropriate images and block them.
* Minimize development effort.
You need to recommend a computer vision endpoint for each requirement.
What should you recommend? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:


NEW QUESTION # 63
......
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