[2026] Get Top-Rated Microsoft AI-102 Exam Dumps Now
Passing Key To Getting AI-102 Certified Exam Engine PDF
Microsoft AI-102 exam is designed to test the candidate's ability to design and implement AI solutions using Azure technologies. AI-102 exam covers a range of concepts, such as data pre-processing, model training and evaluation, deployment, and monitoring. Additionally, the exam assesses the candidate's ability to work with different Azure services and tools, including Azure Machine Learning, Cognitive Services, and Bot Services. Furthermore, the exam evaluates the candidate's ability to design and implement secure and scalable AI solutions that meet business requirements.
To become certified in Microsoft AI-102, the candidate must demonstrate their ability to design and implement AI solutions using various Azure services such as Azure Cognitive Services, Azure Machine Learning, and Azure Bot Service. AI-102 exam consists of multiple-choice questions, case studies, and scenarios that require the candidate to apply their knowledge and skills to solve real-world problems.
How to study the AI-102: Designing and Implementing an Azure AI Solution Exam
Preparation of certification exams could be covered with two resource types . The first one are the study guides, reference books and study forums that are elaborated and appropriate for building information from ground up. Apart from them video tutorials and lectures are a good option to ease the pain of through study and are relatively make the study process more interesting nonetheless these demand time and concentration from the learner. Smart candidates who wish to create a solid foundation altogether examination topics and connected technologies typically mix video lectures with study guides to reap the advantages of each but practice exams or practice exam engines is one important study tool which goes typically unnoted by most candidates. Practice exams are designed with our experts to make exam prospects test their knowledge on skills attained in course, as well as prospects become comfortable and familiar with the real exam environment. Statistics have indicated exam anxiety plays much bigger role of students failure in exam than the fear of the unknown. TorrentValid expert team recommends preparing some notes on these topics along with it don't forget to practice AI-102 exam dumps which had been written by our expert team, each of these can assist you loads to clear this exam with excellent marks.
NEW QUESTION # 163
You are building a natural language model.
You need to enable active learning.
What should you do?
- A. Add show-all-intents=true to the prediction endpoint query.
- B. Enable sentiment analysis.
- C. Add log=true to the prediction endpoint query.
- D. Enable speech priming.
Answer: C
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-how-to-review-endpoint-utterances#log-user-queries-to-enable-active-learning
Topic 1, Wide World Importers
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 # 164
You have 1,000 scanned images of hand-written survey responses. The surveys do NOT have a consistent layout.
You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1.
You open Document Intelligence Studio and create a new project.
You need to extract data from the survey responses. The solution must minimize development effort.
To where should you upload the images, and which type of model should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 165
You are examining the Language service output of an application.
The text analyzed is: Our tour guide took us up the Space Needle during our trip to Seattle last week.
The response contains the data shown in the following table.
Which Language service API is used 10 analyze the Text?
- A. Entity Linking
- B. Sentiment Analysis
- C. Named Entity Recognition
- D. Key Phrase Extraction
Answer: C
NEW QUESTION # 166
You are designing a solution that will answer questions about human resources (HR) policies stored in the PDF format.
You need to ensure that the identical answer to a specific question is returned every time. The solution must minimize development effort Which service should you include in the solution?
- A. Azure Al Language
- B. Azure Machine Learning
- C. Azure OpenAI
- D. Azure Al Document Intelligence
Answer: A
NEW QUESTION # 167
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:
Explanation
Box 1: Yes
Once you have defined a skillset, you must map the output fields of any skill that directly contributes values to a given field in your search index.
Box 2: Yes
The definition is a custom skill that calls a web API as part of the enrichment process.
Box 3: No
For each organization identified by entity recognition, this skill calls a web API to find the description of that organization.
Reference:
https://docs.microsoft.com/en-us/azure/search/cognitive-search-output-field-mapping
NEW QUESTION # 168
You have a Microsoft OneDrive folder that contains a 20-GB video file named FileVavi. You need to index File1.avi by using the Azure Video Indexer website. What should you do?
- A. Upload File1.avi to the www.youtube.com webpage. and then copy the URL of the video to the Azure Al Video Indexer website
- B. Download File1 avi to a local computer, and then upload the file to the Azure Al Video Indexer website.
- C. From OneDrive, create a sharing link for File1.avi and then copy the link to the Azure Al Video Indexer website.
- D. From OneDrive. create a download link, and then copy the link to the Azure Al Video Indexer website.
Answer: D
Explanation:
Azure Video Indexer can ingest a video by URL as long as the URL is publicly accessible and directly downloadable (no authentication or HTML landing page). Creating a download link in OneDrive produces a direct-file URL that Video Indexer can fetch and index without you re-uploading the 20-GB file through your browser. A generic OneDrive "sharing link" often lands on a web page (not a direct file) and may require authentication, which Video Indexer cannot crawl. Uploading locally is possible but unnecessary and time- consuming for a 20-GB video.
Microsoft References
* Upload/index videos in Video Indexer (supports uploading from a public URL).https://learn.microsoft.
com/azure/azure-video-indexer/upload-index-videos
* Video Indexer quotas and limits (file size limits; uploading by URL).
NEW QUESTION # 169
You want to keep track of how often the subscription keys for your cognitive services resource are retrieved. How can you achieve that?
- A. Regenerate the keys for your cognitive services resource.
- B. Store the keys in Azure Key Vault.
- C. Create an alert for your cognitive services resource.
Answer: C
Explanation:
You can be notified about events such as key access for your cognitive services resource by configuring an alert.
NEW QUESTION # 170
You are developing the document processing workflow.
You need to identify which API endpoints to use to extract text from the financial documents. The solution must meet the document processing requirements.
Which two API endpoints should you identify? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. /formrecognizer/v2.0/prebuilt/receipt/analyze
- B. /vision/v3.2/describe
- C. /vision/v3.2/read/analyzeResults
- D. /vision/v3.2/read/analyze
- E. /formercognizer/v2.0/custom/models{modelId}/ analyze
Answer: A,D
Explanation:
C: Analyze Receipt - Get Analyze Receipt Result.
Query the status and retrieve the result of an Analyze Receipt operation.
Request URL:https://{endpoint}/formrecognizer/v2.0-preview/prebuilt/receipt/analyzeResults/{resultId} E: POST {Endpoint}/vision/v3.2/read/analyze Use this interface to get the result of a Read operation, employing the state-of-the-art Optical Character Recognition (OCR) algorithms optimized for text-heavy documents.
Scenario: Contoso plans to develop a document processing workflow to extract information automatically from PDFs and images of financial documents
* 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.
Reference:
https://westus2.dev.cognitive.microsoft.com/docs/services/form-recognizer-api-v2-preview/operations/GetAnaly
https://docs.microsoft.com/en-us/rest/api/computervision/3.1/read/read
NEW QUESTION # 171
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 172
You have a mobile app that manages printed forms.
You need the app to send images of the forms directly to Forms Recognizer to extract relevant information.
For compliance reasons, the image files must not be stored in the cloud.
In which format should you send the images to the Form Recognizer API endpoint?
- A. raw image binary
- B. form URL encoded
- C. JSON
Answer: A
Explanation:
The requirement is to process images of forms with Azure Form Recognizer (now part of Azure AI Document Intelligence) while ensuring that the image files are not stored in the cloud.
When sending images directly to the Form Recognizer REST API endpoint, you have two options:
* Send the file as binary data in the request body (for local file upload).
* Send a URL reference (if the file is stored in Azure Blob Storage or another public location).
Since the requirement explicitly states that the image files must not be stored in the cloud, you cannot send a URL. Instead, you must send the raw binary content of the file directly in the request body.
* Option A - raw image binary
* Correct. This allows you to directly send the local image file to the API without uploading/storing it in the cloud.
* Option B - form URL encoded
* Incorrect. Form Recognizer does not accept URL-encoded form data.
* Option C - JSON
* Incorrect. JSON is only used when providing the API with the URL of a cloud-stored document, not when sending the actual file.
The answer: A. raw image binary
* Form Recognizer REST API - Analyze a document
* Quickstart: Extract layout and text - Document Intelligence"If your document is available locally, pass the file as binary data in the request body."
NEW QUESTION # 173
You are examining the Text Analytics output of an application.
The text analyzed is: "Our tour guide took us up the Space Needle during our trip to Seattle last week." The response contains the data shown in the following table.
Which Text Analytics API is used to analyze the text?
- A. Entity Linking
- B. Sentiment Analysis
- C. Named Entity Recognition
- D. Key Phrase Extraction
Answer: C
Explanation:
https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/named-entity-recognition
/overview Named Entity Recognition (NER) is one of the features offered by Azure Cognitive Service for Language, a collection of machine learning and AI algorithms in the cloud for developing intelligent applications that involve written language. The NER feature can identify and categorize entities in unstructured text. For example: people, places, organizations, and quantities.
NEW QUESTION # 174
You are building a transcription service for technical podcasts.
Testing reveals that the service fails to transcribe technical terms accurately.
You need to improve the accuracy of the service.
Which five 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.
Answer:
Explanation:
Explanation
https://learn.microsoft.com/en-us/azure/cognitive-services/speech-service/custom-speech-overview#how-does-it- With Custom Speech, you can upload your own data, test and train a custom model, compare accuracy between models, and deploy a model to a custom endpoint.
- Create a project and choose a model. Use a Speech resource that you create in the Azure portal. If you will train a custom model with audio data, choose a Speech resource region with dedicated hardware for training audio data.
- Upload test data. Upload test data to evaluate the speech to text offering for your applications, tools, and products.
- Train a model. Provide written transcripts and related text, along with the corresponding audio data. Testing a model before and after training is optional but recommended.
- Deploy a model. Once you're satisfied with the test results, deploy the model to a custom endpoint. With the exception of batch transcription, you must deploy a custom endpoint to use a Custom Speech model.
NEW QUESTION # 175
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<UserProfile>(nameof(UserProfile)); var conversationStateAccessors = _conversationState.CreateProperty<ConversationData>(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.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-howto-v4-state
NEW QUESTION # 176
You have a bot that was built by using the Microsoft Bot Framework composer as shown in the following exhibit.
Use the drop-down menus 10 select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 177
You have a chatbot.
You need to test the bot by using the Bot Framework Emulator. The solution must ensure that you are prompted for credentials when you sign in to the bot.
Which three settings should you configure? To answer, select the appropriate settings in the answer area.
NOTE Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 178
You have an app named App1 that uses an Azure Cognitive Services model to identify anomalies in a time series data stream. You need to run App1 in a location that has limited connectivity. The solution must minimize costs. What should you use to host the model?
- A. a Kubernetes cluster hosted in an Azure Stack Hub integrated system
- B. the Docker Engine
- C. Azure Container instances
- D. Azure Kubernetes Services (AKS)
Answer: B
Explanation:
* Azure Cognitive Services models can be containerized and run locally using Docker.
* This allows apps to function in disconnected or edge environments, while still using pre-trained AI models.
* A. Azure Kubernetes Service (AKS) # Cloud-managed; not suitable for limited connectivity.
* B. Azure Stack Hub Kubernetes cluster # Overkill and high cost.
* C. Azure Container Instances (ACI) # Cloud-based; requires connectivity.
* D. Docker Engine # Best for local, offline, and cost-effective deployment.
Reference: Run Cognitive Services in containers
NEW QUESTION # 179
......
AI-102 exam questions for practice in 2026 Updated 395 Questions: https://www.torrentvalid.com/AI-102-valid-braindumps-torrent.html
AI-102 Exam Dumps Pass with Updated Tests Dumps: https://drive.google.com/open?id=1n1BQ07GRNVgQO9oDzxPuAuF5EcqlS7t-