Updated Dec-2025 Test Engine to Practice AI-102 Test Questions
AI-102 Real Exam Questions Test Engine Dumps Training With 383 Questions
What is the duration, language, and format of AI-102: Designing and Implementing an Azure AI Solution Exam
- This is beta exam.
- Type of Questions: This test format is multiple choice.
- Number of Questions: 40 to 60 questions(Since Microsoft does not publish this information, the number of exam questions may change without notice.)
- Passing Score: 700 / 1000
Microsoft AI-102 Exam is one of the most popular exams for professionals who want to showcase their skills in AI solution design and implementation. AI-102 exam is divided into different sections, each focusing on specific skills and knowledge related to AI solutions. AI-102 exam is designed to test your knowledge and skills in a practical and real-world scenario-based environment.
NEW QUESTION # 137
You are developing a webpage that will use the Video Indexer service to display videos of internal company meetings.
You embed the Player widget and the Cognitive Insights widget into the page.
You need to configure the widgets to meet the following requirements:
Ensure that users can search for keywords.
Display the names and faces of people in the video.
Show captions in the video in English (United States).
How should you complete the URL for each widget? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Graphical user interface, text, application, Word, email Description automatically generated
NEW QUESTION # 138
Hotspot Question
You are developing an application that will use the Azure AI Vision client library. The application has the following code.
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:
Explanation:
Reference:
https://learn.microsoft.com/en-us/rest/api/computervision/analyze-image-in-stream/analyze-image-in-stream
NEW QUESTION # 139
You are developing a photo application that will find photos of a person based on a sample image by using the Face API.
You need to create a POST request to find the photos.
How should you complete the request? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/rest/api/faceapi/face/detectwithurl
https://docs.microsoft.com/en-us/rest/api/faceapi/face/findsimilar
NEW QUESTION # 140
You have a Custom Vision service project that performs object detection. The project uses the General domain for classification and contains a trained model.
You need to export the model for use on a network that is disconnected from the internet.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list o' actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation:
NEW QUESTION # 141
You need to develop an automated call handling system that can respond to callers in their own language. The system will support only French and English.
Which Azure Cognitive Services service should you use to meet each requirement? To answer, drag the appropriate services to the correct requirements. Each service may be used once, more than once, or not at all. You may need to drag the split bat between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/how-tos/text-analytics-how-to-language-detection
https://docs.microsoft.com/en-us/azure/cognitive-services/translator/translator-overview
NEW QUESTION # 142
You develop an app in O named App1 that performs speech-to-speech translation.
You need to configure App1 to translate English to German.
How should you complete the speechTransiationConf ig object? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 143
You are building a Conversational Language Understanding model.
You need to ensure that the model will support the following sample utterances:
* Set all the lights to on.
* Turn off the lights in the living room.
* What is the current thermostat temperature?
* Lower the temperature of the thermostat by five degrees.
Which three elements should you add to the model?
Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
- A. a query setting intent
- B. a location Intent
- C. a device intent
- D. a change setting intent
- E. a device entity
- F. a change setting entity
Answer: C,E,F
NEW QUESTION # 144
You are building a chatbot that will provide information to users as shown in the following exhibit.
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.
Answer:
Explanation:
Explanation
Box 1: Adaptive card
Box 2: an image
Reference:
https://docs.microsoft.com/en-us/microsoftteams/platform/task-modules-and-cards/cards/cards-reference
https://docs.microsoft.com/en-us/composer/how-to-send-cards?tabs=v1x
NEW QUESTION # 145
You have an Azure subscription that contains an Azure OpenAl resource. Multiple different models are deployed to the resource.
You are building a chatbot by using Chat playground in Azure Al Studio.
You need to ensure that the chatbot generates text in concise formal business language. The solution must meet the following requirements:
* Reduce the cost of running the language model.
* Maintain the size of the chatbot history window.
Which two settings should you configure? To answer, select the appropriate settings in the answer are a. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 146
Hotspot Question
You are developing a streaming Azure AI Speech to Text solution that will use the Azure AI Speech SDK and MP3 encoding.
You need to develop a method to convert speech to text for streaming MP3 data.
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:
Explanation:
GetCompressedFormat
https://docs.microsoft.com/en-
us/dotnet/api/microsoft.cognitiveservices.speech.audio.audiostreamformat.getcompressedformat
?view=azure-dotnet
SpeechRecognizer
https://docs.microsoft.com/en-
us/dotnet/api/microsoft.cognitiveservices.speech.speechrecognizer.-ctor?view=azure- dotnet#Microsoft_CognitiveServices_Speech_SpeechRecognizer__ctor_Microsoft_CognitiveServ ices_Speech_SpeechConfig_Microsoft_CognitiveServices_Speech_Audio_AudioConfig_
NEW QUESTION # 147
You plan to build an app that will generate a list of tags for uploaded images. The app must meet the following requirements:
- Generate tags in a user's preferred language.
- Support English, French, and Spanish.
- Minimize development effort.
You need to build a function that will generate the tags for the app.
Which Azure service endpoint should you use?
- A. Azure Custom Vision image classification
- B. Azure AI Vision Image Analysis
- C. Custom Translator
- D. Azure AI Content Safety Analyze image
Answer: A
Explanation:
Azure Custom Vision can be used to tag images in different languages, but the process involves training your custom model with labeled data in the target language(s). While the core Custom Vision service handles image classification and object detection, the language of the tags is determined by the language you use when labeling your training data.
Custom Vision's Core Function:
Azure Custom Vision focuses on building and deploying computer vision models for image classification and object detection. It allows you to train a model on your own dataset, so the model can recognize specific objects or scenarios in your images.
Reference:
https://learn.microsoft.com/en-us/azure/ai-services/custom-vision-service/getting-started-build-a- classifier
NEW QUESTION # 148
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. Sentiment Analysis
- B. Key Phrase Extraction
- C. Named Entity Recognition
- D. Entity Linking
Answer: C
NEW QUESTION # 149
You have data saved in the following format.
Which format was used?
- A. YAML
- B. HTML
- C. CSV
- D. JSON
Answer: C
NEW QUESTION # 150
You have a Speech resource and a bot that was built by using the Microsoft Bot Framework Composer.
You need to add support for speech-based channels to the bot.
Which three actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. Remove the setSpeak configuration.
- B. Configure the language and voice settings for the Speech resource.
- C. Add language understanding to dialogs.
- D. Add the endpoint and key of the Speech resource to the bot.
- E. Add Speech to the bot responses.
- F. Add Orchestrator to the bot.
Answer: B,D,E
NEW QUESTION # 151
You develop an app in O named App1 that performs speech-to-speech translation.
You need to configure App1 to translate English to German.
How should you complete the speechTransiationConf ig object? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 152
You need to develop an extract solution for the receipt images. The solution must meet the document processing requirements and the technical requirements.
You upload the receipt images to the From Recognizer API for analysis, and the API returns the following JSON.
Which expression should you use to trigger a manual review of the extracted information by a member of the Consultant-Bookkeeper group?
- A. documentResults.fields.MerchantName.confidence < 0.7
- B. documentResults.docType == "prebuilt:receipt"
- C. documentResults.fields.ReceiptType.confidence > 0.7
- D. documentResults.fields.".confidence < 0.7
Answer: C
Explanation:
Need to specify the field name, and then use < 0.7 to handle trigger if confidence score is less than 70%.
Reference:
https://docs.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/api-v2-0/reference-sdk-api-v2-0
NEW QUESTION # 153
You need to develop an extract solution for the receipt images. The solution must meet the document processing requirements and the technical requirements.
You upload the receipt images to the From Recognizer API for analysis, and the API ret urns the following JSON.
Which expression should you use to trigger a manual review of the extracted information by a member of the Consultant-Bookkeeper group?
- A. documentResults.fields.ReceiptType.confidence > 0.7
- B. documentResults.fields.MerchantName.confidence < 0.7
- C. documentResults.docType == "prebuilt:receipt"
- D. documentResults.fields.".confidence < 0.7
Answer: B
Explanation:
Need to specify the field name, and then use < 0.7 to handle trigger if confidence score is less than 70%.
Reference:
https://docs.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/api-v2-0/reference-sdk-api-v2-0
NEW QUESTION # 154
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation:
NEW QUESTION # 155
You have the following data sources:
- Finance: On-premises Microsoft SQL Server database
- Sales: Azure Cosmos DB using the Core (SQL) API
- Logs: Azure Table storage
- HR: Azure SQL database
You need to ensure that you can search all the data by using the Azure AI Search REST API.
What should you do?
- A. Migrate the data in Sales to the MongoDB API.
- B. Mirror Finance to an Azure SQL database.
- C. Ingest the data in Logs into Azure Sentinel.
- D. Configure multiple read replicas for the data in Sales.
Answer: B
Explanation:
On-premises Microsoft SQL Server database cannot be used as an index data source.
Note: Indexer in Azure AI Search: : Automate aspects of an indexing operation by configuring a data source and an indexer that you can schedule or run on demand. This feature is supported for a limited number of data source types on Azure.
Indexers crawl data stores on Azure.
* Azure Blob Storage
* Azure Data Lake Storage Gen2 (in preview)
* Azure Table Storage
* Azure Cosmos DB
* Azure SQL Database
* SQL Managed Instance
* SQL Server on Azure Virtual Machines
Reference:
https://docs.microsoft.com/en-us/azure/search/search-indexer-overview#supported-data-sources
NEW QUESTION # 156
Drag and Drop Question
You are building an app that will scan confidential documents and use the Azure AI Language service to analyze the contents.
You provision an Azure AI Services resource.
You need to ensure that the app can make requests to the Azure AI Language service endpoint.
The solution must ensure that confidential documents remain on-premises.
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:
https://learn.microsoft.com/en-us/azure/cognitive-services/containers/disconnected-containers Containers enable you to run Cognitive Services APIs in your own environment, and are great for your specific security and data governance requirements. Disconnected containers enable you to use several of these APIs disconnected from the internet.
https://learn.microsoft.com/en-us/azure/cognitive-services/containers/disconnected-container- faq#how-do-i-download-the-disconnected-containers These containers are hosted on the Microsoft Container Registry and available for download on Microsoft Artifact Registry and Docker Hub. You won't be able to run the container if your Azure subscription has not been approved after completion of the request form.
NEW QUESTION # 157
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 have a chatbot that uses question answering in Azure Cognitive Service for Language.
Users report that the responses of the chatbot lack formality when answering spurious questions.
You need to ensure that the chatbot provides formal responses to spurious questions.
Solution: From Language Studio, you modify the question and answer pairs for the custom intents, and then retrain and republish the model.
Does this meet the goal?
- A. Yes
- B. No
Answer: A
NEW QUESTION # 158
......
To prepare for the Microsoft AI-102 certification exam, candidates should have a good understanding of AI concepts and experience working with Microsoft Azure. They should also be familiar with the Azure AI services and know how to use them to build AI solutions. Microsoft offers a variety of training resources, including self-paced online courses, classroom training, and hands-on labs, to help candidates prepare for the exam. Additionally, candidates can take practice exams and participate in study groups to gain a better understanding of the exam format and content.
AI-102 Actual Questions Answers PDF 100% Cover Real Exam Questions: https://examcollection.actualcollection.com/AI-102-exam-questions.html