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Last Updated: Oct 22, 2026
No. of Questions: 425 Questions & Answers with Testing Engine
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Microsoft AI-102 Korean Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Implement Generative AI Solutions | 10-15% | - Integrate Azure OpenAI models into applications - Implement prompt engineering techniques - Apply responsible AI practices - Use Azure OpenAI Service for generative AI |
| Implement Knowledge Mining and Document Intelligence Solutions | 15-20% | - Design document processing pipelines - Implement Azure AI Search solutions - Implement semantic and vector search - Create custom skills for Azure AI Search |
| Implement Decision Support Solutions | 10-15% | - Monitor and optimize decision support solutions - Integrate Azure AI services into applications - Design and implement decision automation |
| Implement Natural Language Processing Solutions | 20-25% | - Build question answering solutions - Create conversational AI solutions with Azure AI Bot Service - Implement speech capabilities using Azure AI Speech - Translate text and speech - Analyze text using Azure AI Language |
| Plan and Manage an Azure AI Solution | 15-20% | - Select appropriate Azure AI services and technologies - Manage AI costs and resource allocation - Plan and configure secure AI solutions - Implement governance and compliance for AI solutions |
| Implement Computer Vision Solutions | 15-20% | - Read and process documents using Azure AI Document Intelligence - Implement Azure AI Face service - Analyze images using Azure AI Vision - Implement object detection and image classification - Process video and generate insights |
Common Questions About the Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) Exam
The official outline groups the AI-102 Korean exam content into weighted domains, including:
- Implement Knowledge Mining and Document Intelligence Solutions (15-20%)
- Plan and Manage an Azure AI Solution (15-20%)
- Implement Decision Support Solutions (10-15%)
The three versions of the Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) materials at ActualTestsQuiz all follow this objective structure, so whichever format you study in, you are working on what the exam actually covers.
The AI-102 Korean exam contains 40-60 questions to be completed in 120 minutes minutes. Simulating that exact pressure in advance is straightforward: the PC test engine version of the ActualTestsQuiz materials recreates the real exam environment, so timed practice feels like the genuine article.
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Recommended: Understanding of Azure services, REST APIs, C#, Python, or JavaScript. No mandatory prerequisites, but Azure Administrator or Developer background is beneficial.
The AI-102 Korean exam is the official test behind the Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) certification from Microsoft. It verifies that you can apply the published exam objectives in practical scenarios, and the credential signals to employers that your skills have been measured against an industry-recognized standard — useful whether you are an office worker aiming at promotion or a student building a foundation.
Three versions, designed for different study habits. The PDF version is easy to read and print, ideal for annotating on paper. The SOFT version is a PC test engine that simulates the real AI-102 Korean exam environment, helping you adapt to exam mode before the day arrives. The APP version is an online test engine that supports any electronic equipment — phone, tablet, or computer — so you can review on the subway or anywhere else. All three contain the same 425 practice questions for the AI-102 Korean exam with expert-verified answers.
You need 700 (on a scale of 1-1000) to pass, and the exam fee is $165 USD. Treating the fee as a one-time investment is a good mindset: steady timed practice until your scores sit comfortably above the passing line is far cheaper than a retake.
Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) Sample Questions:
문장을 올바르게 완성하는 답을 선택하세요.
Correct Answer:
Explanation:
semi-structured data
The statement is:
" Varying fields for each entity in a JSON document is an example of ______. " Relational data # Stored in structured tables with fixed schema (e.g., SQL database). Not applicable here.
Structured data # Has a strict schema (columns and types are predefined). JSON allows variation, so not structured.
Semi-structured data # Data that does not require a fixed schema, but still uses markers (tags, keys) to separate elements. JSON and XML are classic examples. # Unstructured data # Data without schema or labeling (e.g., videos, images, free text). Not JSON.
Since JSON documents can have varying fields per entity (flexible schema), this is considered semi-structured data.
The answer: semi-structured data
Microsoft References
Structured, semi-structured, and unstructured data
JSON in Azure
Azure Cognitive Search를 사용하는 웹앱이 있습니다.
앱 결제 내역을 확인해 보니 예상보다 훨씬 높은 요금이 청구되었습니다. 쿼리 키가 손상된 것으로 의심됩니다.
검색 엔드포인트에 대한 무단 접근을 방지하고 사용자에게 문서 컬렉션에 대한 읽기 전용 권한만 부여해야 합니다. 솔루션은 앱 다운타임을 최소화해야 합니다.
어떤 세 가지 동작을 순서대로 수행해야 할까요? 답하려면 동작 목록에서 해당 동작을 정답 영역으로 옮겨 올바른 순서대로 정리하세요.
Correct Answer:
Explanation:
You are using Azure Cognitive Search, where access is controlled by:
Admin keys: Provide full read/write control (never given to apps).
Query keys: Provide read-only access, meant for client apps.
Here, the query key has been compromised. You want to minimize downtime and ensure continued read-only access.
Step 1 - Add a new query key
First, generate a new query key from the Azure portal or via REST API.
This allows you to continue providing read-only access to authorized apps.
Step 2 - Change the app to use the new key
Update the application configuration so that it authenticates requests with the new query key.
This ensures uninterrupted service while preparing to retire the compromised key.
Step 3 - Delete the compromised key
Once the app is using the new key successfully, revoke the compromised query key.
This prevents further unauthorized usage.
Why not other options?
Regenerate primary/secondary admin key: Not necessary since only the query key is compromised, and admin keys give full control.
Change app to use secondary admin key: Insecure (admin keys should never be exposed to client apps).
Correct Sequence
Add a new query key.
Change the app to use the new key.
Delete the compromised key.
Microsoft References
Manage admin and query keys in Azure Cognitive Search
Create and use query keys
참고: 이 문제는 동일한 시나리오를 제시하는 일련의 문제 중 하나입니다. 각 문제는 명시된 목표를 충족할 수 있는 고유한 답안을 포함하고 있습니다. 일부 문제 세트에는 정답이 두 개 이상 있을 수 있고, 다른 문제 세트에는 정답이 없을 수 있습니다.
이 섹션의 질문에 답변한 후에는 해당 질문으로 돌아갈 수 없습니다. 따라서 해당 질문은 복습 화면에 표시되지 않습니다.
Azure Cognitive Service에서 질문 답변 기능을 사용하는 챗봇이 있는데, 언어 사용자는 챗봇이 허위 질문에 답변할 때 형식적인 답변을 한다고 보고합니다. 챗봇이 허위 질문에 공식적인 답변을 제공하는지 확인해야 합니다.
해결 방법: Language Studio에서 chitchat 소스를 qna_chitchit_friindly.tsv로 변경한 다음 모델을 다시 학습시키고 다시 게시합니다.
이것이 목표를 달성하는가?
- A. 네
- B. 아니요
Correct Answer: B 🗳️
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Azure OpenAI 리소스(All)와 Azure Al Content Safety 리소스(CS1)를 포함하는 Azure 구독이 있습니다.
All을 사용하여 특정 질문에 대한 생성적 답변을 제공하고, CSl을 사용하여 입력 및 출력에서 불쾌한 내용이 있는지 확인하는 챗봇을 만들어 보세요.
샘플 질문에 대한 테스트를 실행하여 콘텐츠 필터 구성을 최적화해야 합니다.
해결 방법: Content Safety Studio에서 온라인 활동 모니터링 기능을 사용하여 테스트를 실행합니다. 이것이 요구 사항을 충족합니까?
- A. 네
- B. 아니요
Correct Answer: B 🗳️
Explanation: Only visible for ActualTestsQuiz members. You can sign-up / login (it's free).
Foundry 컨트롤 플레인에서 콘텐츠 안전성 차단 목록을 사용하는 앱이 있습니다.
차단 목록에서 항목을 삭제해야 합니다. 삭제 방법은 기존 차단 목록 항목에 미치는 영향을 최소화해야 합니다.
코드를 어떻게 완성해야 할까요? 정답을 선택하려면 답변란에서 적절한 옵션을 고르세요.
참고: 정답 하나당 1점입니다.
Correct Answer:
Explanation:
Viewing page 1 out of 85 pages.
Viewing questions 1-5 out of 425 questions.
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