Leads4Pass: AI-102 dumps are key material for passing the exam
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Leads4pass AI-102 dumps concrete embodiment of key materials
Leads4pass ai-102 dumps key material with up-to-date exam questions and answers and is available in both PDF and VCE practice formats… Check out the table below:
| Total Questions: | 430 Q&A |
| Last Updated: | Oct 13, 2025 |
| Pass Rate: | 99.5% |
| Practice Method: | PDF, VCE |
| Serve: | 24/7 |
| VIP Member: | 365 days Free Update |
| Experience: | 14 |
| Exam Topic Coverage: | More than 99% |
| Exam AI-102: Number of Team Members and Their Qualifications | 2, Each has multiple certificates |
| Sample Questions: | https://drive.google.com/file/d/15KXQcD3zrZOU9i0ui-x3vpiTniTT2U5d/ |
Latest AI-102 Exam Details
| 1. | Exam name | Microsoft Certified: Azure AI Engineer Associate |
| 2. | Exam code | AI-102 |
| 3. | Languages | English, Japanese, Chinese (Simplified), Korean, German, French, Spanish, Portuguese (Brazil), Chinese (Traditional), Italian |
| 4. | Registry fee | The price is different in different countries, the United States is 150$, see more… |
| 5. | Number of Questions | 40-60 (however, the number can vary depending on the exam) |
| 6. | Topic | Plan and manage Azure AI solutions (20-25%) Implementing generative AI solutions (15-20%) Implementing agent solutions (5-10%) Implementing computer vision solutions (10-15%) Implementing natural language processing solutions (15-20%) Implement knowledge mining and information extraction solutions (15-20%) |
| 7. | Duration | 130 mins |
| 8. | Passing Score | 700 / 1000 |
| 9. | Schedule Exam | Pearson VUE |
| 10. | Offers | Exam Replay (The certification exam and the retake must be scheduled and taken within 12 months of purchase. You cannot schedule your retake until you have taken and failed to pass the initial exam. You can take the exams online with this offer.) |
| 11. | Question types | To protect the security of the exam and the value of the certification, Microsoft Certification does not prescribe a specific exam format or question type prior to the exam. But all exam question types can’t do without (Multiple Choice, Scenario-Based Multiple Choice, Question Types in Correct Order, Scored Review, Drag, and Drop Questions, etc.) |
| 12. | Retirement Date | None |
Practice the latest AI-102 dumps key material exam questions online
From | Number of exam questions | Associated certification | Updated |
| Leads4pass | 15 (Free) | ROLE-BASED | Oct 13, 2025 |
Question 1:
You are training a Language Understanding model for a user support system.
You create the first intent named GetContactDetails and add 200 examples.
You need to decrease the likelihood of a false positive.
What should you do?
A. Enable active learning.
B. Add a machine learned entity.
C. Add additional examples to the GetContactDetails intent.
D. Add examples to the None intent.
Correct Answer: D
Question 2:
You are developing a method that uses the Computer Vision client library. The method will perform optical character recognition (OCR) in images. The method has the following code.
During testing, you discover that the call to the GetReadResultAsync method occurs before the read operation is complete.
You need to prevent the GetReadResultAsync method from proceeding until the read operation is complete.
Which two actions should you perform? Each correct answer presents part of the solution.
(Choose two.)
NOTE: Each correct selection is worth one point.
A. Remove the Guid.Parse(operationId) parameter.
B. Add code to verify the results.Status value.
C. Add code to verify the status of the txtHeaders.Status value.
D. Wrap the call to GetReadResultAsync within a loop that contains a delay.
Correct Answer: BD
Explanation:
Example code :
do
{
results = await client.GetReadResultAsync(Guid.Parse(operationId)); }
while ((results.Status == OperationStatusCodes.Running || results.Status == OperationStatusCodes.NotStarted));
Reference:
Question 3:
DRAG DROP
You plan to build a chatbot to support task tracking.
You create a Language Understanding service named lu1.
You need to build a Language Understanding model to integrate into the chatbot. The solution must minimize development time to build the model.
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.)
Select and Place:
Correct Answer:
1.
Add a new application
2.
Add a prebuilt domain intent ToDo (it has already utterances so we can skip this step)
3.
Train
4.
Publish
Question 4:
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.)
Select and Place:
Correct Answer:
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. T
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 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
Question 5:
You are building a flight booking bot by using the Microsoft Bot Framework SDK.
The bot will ask users for the departure date. The bot must repeat the question until a valid date is given, or the users cancel the transaction.
Which type of dialog should you use?
A. prompt
B. adaptive
C. waterfall
D. action
Correct Answer: A
Explanation:
https://learn.microsoft.com/en-us/azure/bot-service/bot-builder-concept-dialog?view=azure-bot-service-4.0#dialog-types The dialogs library provides a few types of dialogs to make your bot\’s conversations easier to manage.
-prompt dialogs
Ask the user for input and return the result. A prompt will repeat until it gets valid input or it\’s canceled. They\’re designed to work with waterfall dialogs.
Question 6:
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?
A. create_resource(client, “res1”, “ComputerVision”, “F0”, “westus”)
B. create_resource(client, “res1”, “CustomVision.Prediction”, “F0”, “westus”)
C. create_resource(client, “res1”, “ComputerVision”, “S0”, “westus”)
D. create_resource(client, “res1”, “CustomVision.Prediction”, “S0”, “westus”)
Correct Answer: A
https://azure.microsoft.com/en-us/pricing/details/cognitive-services/computer-vision
Question 7:
You build a bot.
You create an Azure Bot resource.
You need to deploy the bot to Azure.
What else should you create?
A. only an app registration in Microsoft Azure Active Directory (Azure AD), part of Microsoft Entra, an Azure App Service instance, and an App Service plan
B. only an app registration in Microsoft Azure Active Directory (Azure AD), part of Microsoft Entra, an Azure Kubernetes Service (AKS) instance, and a container image
C. only an Azure App Service instance, and an App Service plan
D. only an Azure Machine Learning workspace and an app registration in Microsoft Azure Active Directory (Azure AD), part of Microsoft Entra
Correct Answer: A
Question 8:
You have an Azure Cognitive Search service.
During the past 12 months, query volume steadily increased.
You discover that some search query requests to the Cognitive Search service are being throttled.
You need to reduce the likelihood that search query requests are throttled.
Solution: You add replicas.
Does this meet the goal?
A. Yes
B. No
Correct Answer: A
Explanation:
A simple fix to most throttling issues is to throw more resources at the search service (typically replicas for query-based throttling, or partitions for indexing-based throttling). However, increasing replicas or partitions adds cost, which is why it
is important to know the reason why throttling is occurring at all.
Reference:
https://docs.microsoft.com/en-us/azure/search/search-performance-analysis
Question 9:
DRAG DROP
You are building a retail chatbot that will use a QnA Maker service.
You upload an internal support document to train the model. The document contains the following question: “What is your warranty period?”
Users report that the chatbot returns the default QnA Maker answer when they ask the following question: “How long is the warranty coverage?”
The chatbot returns the correct answer when the users ask the following question: \’What is your warranty period?”
Both questions should return the same answer.
You need to increase the accuracy of the chatbot responses.
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. (Choose three.)
Select and Place:
Correct Answer:
Step 1: Add alternative phrasing to the question and answer (QnA) pair.
Add alternate questions to an existing QnA pair to improve the likelihood of a match to a user query.
Step 2: Retrain the model.
Periodically select Save and train after making edits to avoid losing changes.
Step 3: Republish the model
Note: A knowledge base consists of question and answer (QnA) pairs. Each pair has one answer and a pair contains all the information associated with that answer.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/how-to/edit-knowledge-base
Question 10:
You plan to provision a QnA Maker service in a new resource group named RG1.
In RG1, you create an App Service plan named AP1.
Which two Azure resources are automatically created in RG1 when you provision the QnA Maker service? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
A. Language Understanding
B. Azure SQL Database
C. Azure Storage
D. Azure Cognitive Search
E. Azure App Service
Correct Answer: DE
Explanation:
“When you create a QnAMaker resource, you host the data in your own Azure subscription. Azure Search is used to index your data.” and “When you create a QnAMaker resource, you host the runtime in your own Azure subscription. App Service is the compute engine that runs the QnA Maker queries for you.”
Question 11:
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You build a language model by using a Language Understanding service. The language model is used to search for information on a contact list by using an intent named FindContact.
A conversational expert provides you with the following list of phrases to use for training.
Find contacts in London. Who do I know in Seattle?
Search for contacts in Ukraine.
You need to implement the phrase list in Language Understanding.
Solution: You create a new intent for location.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-concept-intent
Question 12:
HOTSPOT
You create a knowledge store for Azure Cognitive Search by using the following JSON.
Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE Each correct selection is worth one point.
Hot Area:
Correct Answer:
Question 13:
You have a factory that produces food products.
You need to build a monitoring solution for staff compliance with personal protective equipment (PPE) requirements.
The solution must meet the following requirements:
1.
identify staff who have removed masks or safety glasses.
2.
Perform a compliance check every 15 minutes.
3.
Minimize development effort.
4.
Minimize costs. Which service should you use?
A. Face
B. Computer Vision
C. Azure Video Analyzer for Media (formerly Video indexer)
Correct Answer: A
Explanation:
Face API is an AI service that analyzes faces in images.
Embed facial recognition into your apps for a seamless and highly secured user experience. No machine-learning expertise is required. Features include face detection that perceives facial features and attributes ” such as a face mask,
glasses, or face location ” in an image, and identification of a person by a match to your private repository or via photo ID.
Reference:
https://azure.microsoft.com/en-us/services/cognitive-services/face
Question 14:
You are developing a method for an application that uses the Translator API.
The method will receive the content of a webpage, and then translate the content into Greek (el). The result will also contain a transliteration that uses the Roman alphabet.
You need to create the URI for the call to the Translator API. You have the following URI.
https://api.cognitive.microsofttranslator.com/translate?api-version=3.0
Which three additional query parameters should you include in the URI? Each correct answer presents part of the solution. (Choose three.)
NOTE: Each correct selection is worth one point.
A. toScript=Cyrl
B. from=el
C. textType=html
D. to=el
E. textType=plain
F. toScript=Latn
Correct Answer: CDF
Explanation:
C: textType is an optional parameter. It defines whether the text being translated is plain text or HTML text (used for web pages).
D: to is a required parameter. It specifies the language of the output text. The target language must be one of the supported languages included in the translation scope.
F: toScript is an optional parameter. It specifies the script of the translated text. We use Latin (Roman alphabet) script.
Reference: https://docs.microsoft.com/en-us/azure/cognitive-services/translator/reference/v3-0-translate
Question 15:
Your company has a repotting solution that has paginated reports. The reports query a dimensional model in a data warehouse. Which type of processing does the reporting solution use?
A. Online Transaction Processing (OLTP)
B. Online Analytical Processing (OLAP)
C. batch processing
D. stream processing
Correct Answer: B
…
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