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Microsoft AI-102 Practice Exam Questions
Designing and Implementing a Microsoft Azure AI Solution
Total Questions : 381
Update Date : November 18, 2025
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Microsoft AI-102 Sample Question Answers
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.
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