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Microsoft : AI-102

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Designing and Implementing a Microsoft Azure AI Solution
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About AI-102 Exam


Prepare for Microsoft Exam AI-102 and demonstrate your real-world mastery of designing, building, managing, and deploying AI solutions using Microsoft Azure AI services. This Exam Ref is ideal for AI Engineers, developers, and cloud professionals responsible for implementing Azure Cognitive Services, conversational AI, computer vision, and responsible AI solutions.
Recommend you to use our Exam AI-102 actual test practice material latest version to ensure best practices and first-attempt pass guaranteed!
— Exam Topics
Plan and manage an Azure AI solution (10–15%)
Implement AI services (25–30%)
Implement natural language processing solutions (20–25%)
Implement computer vision solutions (15–20%)
Implement knowledge mining and search solutions (10–15%)
Microsoft Azure AI Engineer Associate AI-102 Exam Format
— AI-102 Exam Format:
Exam code – AI-102
Exam type – Proctored
Exam duration – 120 minutes
Exam length – 40–60 questions
Passing score – 70% (700/1000)
Delivery languages – English, Japanese, Chinese (Simplified), Korean, German, French, Spanish, Portuguese (Brazil), Arabic (Saudi Arabia), Russian, Chinese (Traditional), Italian, Indonesian (Indonesia)
Additional study materials – Free learning path (Post Premium Access, you can ask Clearcatnet for the free learning path link)
Exam Level – Associate
Role – Azure AI Engineer
Renewal Frequency – 12 months

📘 Free AI-102 Sample Questions

Question No. 1
AI-102 Exam Question
DRAG DROP -
You have 100 chatbots that each has its own Language Understanding model.
Frequently, you must add the same phrases to each model.
You need to programmatically update the Language Understanding models to include the new phrases.
How should you complete the code? 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.
Select and Place:
A
Correct Answer: A.
Question No. 2
AI-102 Exam Question
DRAG DROP -
You plan to use a Language Understanding application named app1 that is deployed to a container.
App1 was developed by using a Language Understanding authoring resource named lu1.
App1 has the versions shown in the following table.
A
Correct Answer: A.
Question No. 3
AI-102 Exam Question
You need to build a chatbot that meets the following requirements:
✑ Supports chit-chat, knowledge base, and multilingual models
✑ Performs sentiment analysis on user messages
✑ Selects the best language model automatically
What should you integrate into the chatbot?
A QnA Maker, Language Understanding, and Dispatch
B Translator, Speech, and Dispatch
C Language Understanding, Text Analytics, and QnA Maker
D Text Analytics, Translator, and Dispatch
Correct Answer: C. Language Understanding, Text Analytics, and QnA Maker
Question No. 4
AI-102 Exam Question
Your company wants to reduce how long it takes for employees to log receipts in expense reports. All the receipts are in English.
You need to extract top-level information from the receipts, such as the vendor and the transaction total. The solution must minimize development effort.
Which Azure service should you use?
A Custom Vision
B Personalizer
C Form Recognizer
D Computer Vision
Correct Answer: C. Form Recognizer
Question No. 5
AI-102 Exam Question
HOTSPOT -
You need to create a new resource that will be used to perform sentiment analysis and optical character recognition (OCR). The solution must meet the following requirements:
✑ Use a single key and endpoint to access multiple services.
✑ Consolidate billing for future services that you might use.
✑ Support the use of Computer Vision in the future.
How should you complete the HTTP request to create the new resource? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:
A
Correct Answer: A.
Question No. 6
AI-102 Exam Question
You are developing a new sales system that will process the video and text from a public-facing website.
You plan to monitor the sales system to ensure that it provides equitable results regardless of the user's location or background.
Which two responsible AI principles provide guidance to meet the monitoring requirements? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
A transparency
B fairness
C inclusiveness
D reliability and safety
E privacy and security
Correct Answer: B. fairness
Question No. 7
AI-102 Exam Question
DRAG DROP -
You plan to use containerized versions of the Anomaly Detector API on local devices for testing and in on-premises datacenters.
You need to ensure that the containerized deployments meet the following requirements:
✑ Prevent billing and API information from being stored in the command-line histories of the devices that run the container.
✑ Control access to the container images by using Azure role-based access control (Azure RBAC).
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.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.
Select and Place:
A
Correct Answer: A.
Question No. 8
AI-102 Exam Question
HOTSPOT -
You plan to deploy a containerized version of an Azure Cognitive Services service that will be used for text analysis.
You configure https://contoso.cognitiveservices.azure.com as the endpoint URI for the service, and you pull the latest version of the Text Analytics
Sentiment Analysis container.
You need to run the container on an Azure virtual machine by using Docker.
How should you complete the command? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:
A
Correct Answer: A.
Question No. 9
AI-102 Exam Question
You have the following C# method for creating Azure Cognitive Services resources programmatically.
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: B. create_resource(client, "res1", "CustomVision.Prediction", "F0", "westus")
Question No. 10
AI-102 Exam Question
You successfully run the following HTTP request.
POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc-a54745f708a1/resourceGroups/RG1/providers/
Microsoft.CognitiveServices/accounts/contoso1/regenerateKey?api-version=2017-04-18
Body{"keyName": "Key2"}
What is the result of the request?
A A key for Azure Cognitive Services was generated in Azure Key Vault.
B A new query key was generated.
C The primary subscription key and the secondary subscription key were rotated.
D The secondary subscription key was reset.
Correct Answer: B. A new query key was generated.
Questions: 1-10 out of 379 Continue Full Practice.. GET ALL 379 QUESTIONS
AI-102 Exam FAQ

Q1: What is AI-102 exam questions, duration and passing score?

Level: Intermediate | Duration: 120 minutes | Questions: 40-60 | Passing Score: 700/1000
Role: AI Engineer
Key Topics: Azure AI services, knowledge mining, NLP, computer vision, bots

Q2: What is the format of the AI-102 certification exam?

The AI-102 certification exam is 120 minutes long with 40 to 60 questions and a passing score of 700 out of 1000. It covers implementing Azure Cognitive Services, knowledge mining, natural language processing, computer vision, and conversational AI solutions. The proctored exam includes case study questions that require selecting the most appropriate Azure AI service for given business scenarios.

Q3: How difficult is the AI-102 Azure AI Engineer exam?

The AI-102 is an intermediate-level certification exam that demands both AI service knowledge and solution design reasoning. Candidates should understand Azure OpenAI Service, Speech API, Language Understanding, and Form Recognizer. Without hands-on experience integrating these services into applications, exam preparation will require additional lab time to build the applied knowledge this exam tests.

Q4: What is the best strategy for AI-102 exam preparation?

AI-102 exam preparation should combine theoretical study of Azure AI services with practical API integration labs. Use Microsoft Learn AI engineer learning paths and build sample solutions using Azure Cognitive Services. Practice questions that present real-world AI scenarios, such as selecting the correct vision or language model, are essential study resources for this certification exam.

Q5: Why are practice questions valuable for the AI-102 certification exam?

AI-102 practice questions help you distinguish between Azure AI services that have overlapping capabilities, a common challenge in this certification exam. Scenario-based practice questions require you to apply service selection reasoning, tuning approaches, and deployment configurations. Regular practice with these questions builds the analytical skills needed to answer AI solution design questions confidently and accurately.

Q6: What study resources should I use for AI-102 exam preparation?

Essential AI-102 study resources include Microsoft Learn AI engineering paths, Azure Cognitive Services documentation, and the Azure AI Language and Vision service quickstarts. Complement these with AI-102 practice question banks that include explanations of service selection trade-offs. Hands-on labs using Azure AI Studio are particularly useful study resources for reinforcing the applied skills tested in this certification exam.

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