Microsoft AI-102 Questions Answers
Designing and Implementing a Microsoft Azure AI Solution- 381 Questions & Answers
- Update Date : January 03, 2026
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Microsoft AI-102 Sample Questions
Question # 1You have an Azure subscription. The subscription contains an Azure OpenAI resource thathosts a GPT-4 model named Modell and an app named Appl. App1 uses Model!You need to ensure that App1 will NOT return answers that include hate speech.What should you configure for Model1?
A. the Frequency penalty parameter
B. abuse monitoring
C. a content filter
D. the Temperature parameter
Question # 2
You have an Azure subscription. The subscription contains an Azure OpenAI resource thathosts a GPT-3.5 Turbo model named Model1.You configure Model1 to use the following system message: "You are an Al assistant thathelps people solve mathematical puzzles. Explain your answers as if the request is by a 4-year-old."Which type of prompt engineering technique is this an example of?
A. few-shot learning
B. affordance
C. chain of thought
D. priming
Question # 3
You are building a chatbot for a travel agent. The chatbot will use the Azure OpenAI GPT3.5 model and will be used to make travel reservations. You need to maximize the accuracy of the responses from the chatbot. What should you do?
A. Configure the model to include data from the travel agent's database.
B. Set the Top P parameter for the model to 0.
C. Set the Temperature parameter for the model to 0.
D. Modify the system message used by the model to specify that the answers must beaccurate.
Question # 4
You are developing an app that will use the Decision and Language APIs.You need to provision resources for the app. The solution must ensure that each service isaccessed by using a single endpoint and credential.Which type of resource should you create?
A. Language
B. Speech
C. Azure Cognitive Services
D. Content Moderator
Question # 5
You are building an app that will use the Azure Video Indexer service.You plan to train a language model to recognize industry-specific terms.You need to upload a file that contains the industry-specific terms.Which file format should you use?
A. PDF
B. XML
C. TXT
D. XLS
Question # 6
You have an Azure subscription that contains a multi-service Azure Cognitive ServicesTranslator resource named Translator1.You are building an app that will translate text and documents by using Translator1.You need to create the REST API request for the app.Which headers should you include in the request?
A. the subscription key and the client trace ID
B. the subscription key, the subscription region, and the content type
C. the resource ID and the content language
D. the access control request, the content type, and the content length
Question # 7
You plan to build an app that will generate a list of tags for uploaded images. The app mustmeet the following requirements:• Generate tags in a user’s preferred language.• Support English, French, and Spanish.• Minimize development effortYou need to build a function that will generate the tags for the app. Which Azure serviceendpoint should you use?
A. Custom Vision image classification
B. Content Moderator Image Moderation
C. Custom Translator
D. Computer Vision Image Analysis
Question # 8
You are building an app that will include one million scanned magazine articles. Eacharticle will be stored as an image file. You need to configure the app to extract text from theimages. The solution must minimize development effort. What should you include in thesolution?
A. Computer Vision Image Analysis
B. the Read API in Computer Vision
C. Form Recognizer
D. Azure Cognitive Service for Language
Question # 9
You need to store event log data that is semi-structured and received as the logs occur.What should you use?
A. Azure Table storage
B. Azure Queue storage
C. Azure Files
Question # 10
You have a 20-GB file named file1, avi that is stored on a local drive.You need to index file1, avi by using the Azure Video indexer website.What should you do first?
A. Upload File1 avi to an Azure storage queue.
B. upload File1.avi to the www.youtube.com seepage
C. Upload file1 avi to the Azure video indexer website.
D. Upload file1 avi to Microsoft OneDrive.
Question # 11
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 QnAMaker 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
Question # 12
You are building a Chatbot by using the Microsoft Bot Framework SDK. The bot will beused to accept food orders from customers and allow the customers to customize eachfood item. You need to configure the bot to ask the user for additional input based on thetype of item ordered. The solution must minimize development effort. Which two types ofdialogs should you use? Each correct answer presents part of the solution. NOTE: Eachcorrect selection is worth one point.
A. adaptive
B. action
C. waterfall
D. prompt
E. input
Question # 13
You have an Azure subscription that contains an Al enrichment pipeline in Azure CognitiveSearch and an Azure Storage account that has 10 G8 of scanned documents and images.You need to index the documents and images in the storage account. The solution mustminimize how long it takes to build the index. What should you do?
A. From the Azure portal, configure parallel indexing.
B. Create a text-based indexer by using the REST API.
C. From the Azure portal, configure scheduled indexing.
D. Configure field mappings by using the REST API.
Question # 14
You have an Azure subscription that contains an Al enrichment pipeline in Azure CognitiveSearch and an Azure Storage account that has 10 G8 of scanned documents and images.You need to index the documents and images in the storage account. The solution mustminimize how long it takes to build the index. What should you do?
A. From the Azure portal, configure parallel indexing.
B. Create a text-based indexer by using the REST API.
C. From the Azure portal, configure scheduled indexing.
D. Configure field mappings by using the REST API.
Question # 15
Note: This question is part of a series of questions that present the same scenario. Eachquestion in the series contains a unique solution that might meet the stated goals. Somequestion sets might have more than one correct solution, while others might not have acorrect 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 LanguageUsers report that the responses of the chatbot lark formality when answering spuriousquestionsYou need to ensure that the chatbot provides formal responses to spurious questions.Solution: From Language Studio, you change the chitchat source toqna_chitchit_friindly.tsv. and then retrain and republish the model.Does this meet the goal?
A. Yes
B. No