Exam Code: AI-102-KR
Exam Name: Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version)
Updated: Nov 01, 2026
Q & A: 425 Questions and Answers
AI-102 Korean Free Demo download
Every Microsoft exam has its own rhythm, and the AI-102 Korean exam rewards candidates who have rehearsed that rhythm. Work the 425 practice questions from PassTorrent and the Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) stops feeling like a gamble.
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Designing and Implementing a Microsoft Azure AI Solution |
| Exam Number: | AI-102 |
| Related Certifications: | Microsoft Certified: Azure Data Scientist Associate Microsoft Certified: Azure AI Fundamentals (AI-900) Microsoft Certified: Azure Developer Associate |
| Real Exam Qty: | 40-60 |
| Exam Format: | Case studies, Multiple choice, Performance-based scenarios, Drag-and-drop, Multiple select, Hot area |
| Available Languages: | Portuguese (Brazil), Japanese, German, Arabic (Saudi Arabia), Korean, Spanish, French, Indonesian, English, Chinese (Simplified), Italian |
| Exam Duration: | 100 minutes |
| Passing Score: | 700 (scaled score out of 1000) |
| Exam Price: | $165 USD (varies by region: £113 GBP, €126 EUR) |
| Certificate Validity Period: | 1 year (renewable via free online assessment) |
| Recommended Training: | AI-102T00: Designing and Implementing a Microsoft Azure AI Solution Microsoft Learn Learning Paths for AI-102 |
| Exam Registration: | Microsoft Certification Exam Registration Pearson VUE Scheduling |
| Sample Questions: | ![]() |
| Exam Way: | Online proctored (OnVUE) or onsite at Pearson VUE test centers |
| Pre Condition: | No formal prerequisites; recommended: experience with Azure services, AI concepts, and proficiency in Python or C#; AI-900 certification is recommended but not required |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ai-102 |
| Section | Weight | Objectives |
|---|---|---|
| Implement an agentic solution | 5-10% | - Build agents with Microsoft Foundry Agent Service - Develop multi-agent workflows and orchestration - Test, deploy, and optimize agents - Understand agent use cases and types |
| Implement generative AI solutions | 15-20% | - Implement model monitoring and feedback - Deploy and manage generative models - Integrate Azure OpenAI and other generative models - Orchestrate multiple models and containers - Apply prompt engineering and fine-tuning |
| Implement natural language processing solutions | 15-20% | - Perform text analysis, sentiment detection, and language detection - Implement translation and summarization - Build conversational AI and chatbots - Customize and deploy NLP models |
| Plan and manage an Azure AI solution | 20-25% | - Select suitable AI models - Plan solutions aligned with responsible AI principles - Select appropriate Microsoft Foundry Services - Choose services for generative AI, computer vision, NLP, speech, information extraction, knowledge mining - Create and configure Azure AI resources - Monitor, optimize, and secure AI solutions |
| Implement computer vision solutions | 10-15% | - Process and index video content - Integrate vision capabilities into applications - Build and deploy custom vision models - Extract text and handwriting from images - Analyze images and detect objects/features |
| Implement knowledge mining and information extraction solutions | 15-20% | - Ingest and process structured/unstructured data - Extract entities, relationships, and key phrases - Implement intelligent search and retrieval - Build knowledge bases and search indexes |
Microsoft recommends these training resources for the Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version):
Courses give you the map; practice teaches you to drive. Finish any of the options above, then sharpen your readiness with 425 practice questions from PassTorrent before you schedule the real thing.
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The AI-102 Korean exam gives you 100 minutes to work through 40-60 questions. That pace punishes perfectionism — the candidates who struggle are usually the ones who burned ten minutes on one stubborn item. Train the skill directly: take timed, full-length mocks in the PassTorrent desktop or online test engine, practice skipping and returning, and walk in with a pacing strategy you have already tested.
No formal prerequisites; recommended: experience with Azure services, AI concepts, and proficiency in Python or C#; AI-900 certification is recommended but not required
Vendor requirements do change, so before you commit to an exam date, confirm the latest eligibility rules on the official Microsoft exam page.
The Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) syllabus is split into 6 domains, anchored by Plan and manage an Azure AI solution (20-25%), Implement generative AI solutions (15-20%), and Implement natural language processing solutions (15-20%). The full breakdown sits in the syllabus section above — treat it as the checklist that decides where your study hours go.
The passing mark for the AI-102 Korean exam is 700 (scaled score out of 1000), and the official registration fee is $165 USD (varies by region: £113 GBP, €126 EUR). Remember that the fee covers a single attempt — fail, and the retake costs the same again with no loyalty discount. Protect the budget by self-testing first: drill 425 practice questions at PassTorrent under timed conditions until your scores clear the bar with margin, then register.
The AI-102 Korean exam, officially the Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version), is Microsoft's benchmark for proving you can work with its technologies in professional settings; passing it awards the Microsoft Certified: Azure AI Engineer Associate certification, which sits at the Associate level. Because the credential is issued by the vendor itself, it carries weight with employers that self-assessed skills simply cannot match. It also opens the road toward Microsoft Certified: Azure AI Fundamentals (AI-900), Microsoft Certified: Azure Data Scientist Associate, Microsoft Certified: Azure Developer Associate.
Yes — PassTorrent publishes a free PDF demo of the AI-102 Korean materials so you can check the question quality and verified answers before paying anything. Once you purchase, 365 days of free updates come standard, and if your product expires you can renew the update service at a 50% discount from your member zone.
Registration for the Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) runs through the official channels below:
Worth knowing before you book: the AI-102 Korean exam is delivered Online proctored (OnVUE) or onsite at Pearson VUE test centers.
문서가 10만 개 있습니다.
Azure Foundry Tools의 Azure Language를 사용하여 각 문서에서 도시 이름을 식별하는 앱을 개발하고 있습니다. 감지 클라이언트를 테스트해야 합니다. 코드를 어떻게 완성해야 할까요? 답변 영역에서 적절한 옵션을 선택하세요.
참고: 정답 하나당 1점입니다.
Correct Answer:

Explanation:
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.
언어 이해 서비스를 사용하여 언어 모델을 구축합니다. 이 언어 모델은 FindContact라는 인텐트를 사용하여 연락처 목록에서 정보를 검색하는 데 사용됩니다.
대화 전문가는 훈련에 사용할 수 있는 다음과 같은 문구 목록을 제공합니다.
런던에서 연락처를 찾아보세요. 시애틀에 아는 사람이 있나요?
우크라이나의 연락처를 검색하세요.
Language Understanding에서 구문 목록을 구현해야 합니다.
해결 방법: FindContact 인텐트에서 새 패턴을 만듭니다.
이것이 목표를 달성하는가?
Correct Answer: B 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
앱을 배포하는 데 사용되는 Pipeline1이라는 Azure DevOps 파이프라인이 있습니다. Pipeline1에는 Azure AI 서비스 계정을 만드는 단계가 포함되어 있습니다.
생성된 Azure AI 서비스 계정을 식별하는 단계를 Pipeline1에 추가해야 합니다. 솔루션은 개발 작업을 최소화해야 합니다.
어떤 Azure 명령줄 인터페이스(CLI) 명령을 실행해야 합니까?
Correct Answer: C 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
사용자 지정 신경 음성을 사용하는 리테일 키오스크 시스템을 구축하고 있습니다. 음성 인재로부터 오디오 샘플과 동의를 얻습니다. 음성 인재 프로필을 만들어야 합니다. 프로필에 무엇을 업로드해야 합니까?
Correct Answer: B 🗳️
Explanation: Only visible for PassTorrent members. You can sign-up / login (it's free).
이동 중 쇼핑 프로젝트를 개발하고 있습니다.
QnA Maker 리소스에 대한 액세스를 구성하고 있습니다.
AllUsers와 LeadershipTeam에 어떤 역할을 할당해야 할까요? 답변하려면 답변 영역에서 적절한 옵션을 선택하세요.
참고: 정답 하나당 1점입니다.
Correct Answer:

Explanation:
Box 1: QnA Maker Editor
Scenario: Provide all employees with the ability to edit Q & As.
The QnA Maker Editor (read/write) has the following permissions:
Create KB API
Update KB API
Replace KB API
Replace Alterations
" Train API " [in
new service model v5]
Box 2: Contributor
Scenario: Only senior managers must be able to publish updates.
Contributor permission: All except ability to add new members to roles
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/reference-role-based-access-control
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