Reading notes is one thing; sitting a timed exam is another. The Actual4Exams test engines simulate the real AI-102 Korean exam environment, so the 425 Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) practice questions feel familiar long before test day.
Microsoft AI-102 Korean Exam Overview:
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Designing and Implementing a Microsoft Azure AI Solution |
| Exam Number: | AI-102 |
| Real Exam Qty: | 40-60 |
| Exam Price: | $165 USD (varies by region: £113 GBP, €126 EUR) |
| Certificate Validity Period: | 1 year (renewable via free online assessment) |
| Exam Duration: | 100 minutes |
| Exam Format: | Hot area, Performance-based scenarios, Multiple choice, Multiple select, Drag-and-drop, Case studies |
| Related Certifications: | Microsoft Certified: Azure Data Scientist Associate Microsoft Certified: Azure AI Fundamentals (AI-900) Microsoft Certified: Azure Developer Associate |
| Available Languages: | German, Arabic (Saudi Arabia), Spanish, English, Chinese (Simplified), Indonesian, Portuguese (Brazil), Korean, Japanese, French, Italian |
| Passing Score: | 700 (scaled score out of 1000) |
| Recommended Training: | AI-102T00: Designing and Implementing a Microsoft Azure AI Solution Microsoft Learn Learning Paths for AI-102 |
| Exam Registration: | Pearson VUE Scheduling Microsoft Certification Exam Registration |
| 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 |
Microsoft AI-102 Korean Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Implement generative AI solutions | 15-20% | - Apply prompt engineering and fine-tuning - Orchestrate multiple models and containers - Implement model monitoring and feedback - Integrate Azure OpenAI and other generative models - Deploy and manage generative models |
| Plan and manage an Azure AI solution | 20-25% | - Select suitable AI models - Plan solutions aligned with responsible AI principles - Create and configure Azure AI resources - Choose services for generative AI, computer vision, NLP, speech, information extraction, knowledge mining - Select appropriate Microsoft Foundry Services - Monitor, optimize, and secure AI solutions |
| Implement natural language processing solutions | 15-20% | - Build conversational AI and chatbots - Implement translation and summarization - Customize and deploy NLP models - Perform text analysis, sentiment detection, and language detection |
| Implement an agentic solution | 5-10% | - Develop multi-agent workflows and orchestration - Build agents with Microsoft Foundry Agent Service - Understand agent use cases and types - Test, deploy, and optimize agents |
| Implement computer vision solutions | 10-15% | - Analyze images and detect objects/features - Build and deploy custom vision models - Extract text and handwriting from images - Process and index video content - Integrate vision capabilities into applications |
| Implement knowledge mining and information extraction solutions | 15-20% | - Build knowledge bases and search indexes - Extract entities, relationships, and key phrases - Ingest and process structured/unstructured data - Implement intelligent search and retrieval |
AI-102 Korean Exam FAQ: What Candidates Ask About Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version)
The AI-102 Korean exam, officially known as Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version), is the Microsoft test that leads to the Microsoft Certified: Azure AI Engineer Associate certification at the Associate level. Passing it validates the skills employers expect from a certified professional. It is also associated with related credentials such as Microsoft Certified: Azure AI Fundamentals (AI-900), Microsoft Certified: Azure Data Scientist Associate, Microsoft Certified: Azure Developer Associate.
The AI-102 Korean exam contains 40-60 questions, and you have 100 minutes to complete them. Work out your per-question pace before test day, and flag slow items instead of stalling on them — time pressure, not knowledge, sinks many first attempts. Timed mock exams in the Actual4Exams test engines are the most reliable way to build that rhythm.
The passing score 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). If you miss the mark, a retake means paying the full fee again, so book your seat only when you are ready. A practical benchmark: score consistently above the passing line on timed practice tests before scheduling the real exam.
No formal prerequisites; recommended: experience with Azure services, AI concepts, and proficiency in Python or C#; AI-900 certification is recommended but not required
Entry requirements can change, so confirm the latest conditions on the official exam page: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/ai-102.
You can book the AI-102 Korean exam through the official registration channels below:
Exam delivery: Online proctored (OnVUE) or onsite at Pearson VUE test centers. Seats at popular test centers fill quickly, so schedule early once your preparation is on track.
Microsoft recommends the following training options for Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) candidates:
- AI-102T00: Designing and Implementing a Microsoft Azure AI Solution
- Microsoft Learn Learning Paths for AI-102
Pair any course with the 425 practice questions from Actual4Exams to measure how ready you really are before paying the exam fee.
Yes. A free PDF demo of the Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) questions is available, so you can check the question style and answer quality before you pay. Every purchase also includes 365 days of free updates, and if the product expires you can renew the update service at a 50% discount from your member zone.
If you take the corresponding AI-102 Korean exam within 60 days of purchase and do not pass, you can apply for a full refund under the 100% Money Back Guarantee: submit a scan of your enrollment slip and your official Score Report (PDF) within 2 days of the exam date, and the claim is processed within 7 days. Attempts made within 3 days of purchase, downloads without an actual exam attempt, free materials, and expired orders are not eligible, and the candidate name must match the payer name. Prefer new material instead of a refund? You can exchange your purchase for two free products of equal value and keep the update service on your original product. As for delivery, the files are available for instant download and are also emailed to you within one minute of payment — if nothing arrives within 2 hours, contact customer service. There is no limit on how many computers you can install the product on.
The official Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) outline is organized into 6 domains. The first three are:
- Plan and manage an Azure AI solution — 20-25% of the exam
- Implement generative AI solutions — 15-20% of the exam
- Implement an agentic solution — 5-10% of the exam
See the complete exam topics section above for the full outline and the weighting of every domain.
Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102 Korean Version) Sample Questions:
사용자가 피드백 댓글을 추가할 수 있는 블로그가 있습니다. 일부 피드백 댓글에는 차별적인 언어를 포함한 유해한 내용이 포함되어 있습니다.
유해 콘텐츠를 감지하는 솔루션의 프로토타입을 만들어야 합니다. 이 솔루션은 개발 노력을 최소화해야 합니다.
어떤 두 가지 행동을 취해야 할까요? 각 정답은 해결책의 일부를 제시합니다.
참고: 정답 하나당 1점입니다.
- A. 콘텐츠 안전 스튜디오에 로그인하여 텍스트에 대한 보호된 자료 감지를 선택합니다.
- B. 콘텐츠 안전 스튜디오에 로그인하여 텍스트 콘텐츠 조정을 선택하세요.
- C. Azure Portal에서 Azure Al 콘텐츠 안전 리소스를 만듭니다.
- D. Azure Al Foundry에 로그인하고 안전 및 보안을 선택합니다.
- E. Azure Portal에서 Azure OpenAI 리소스를 만듭니다.
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
문장을 올바르게 완성하는 답을 선택하세요.
Explanation:
The statement is:
" When using the Azure Cosmos DB Gremlin API, the container resource type is projected as a ______. " Options:
graph # Correct. The Gremlin API in Azure Cosmos DB is designed to work with graph data models, supporting vertices (nodes) and edges (relationships). A container is projected as a graph.
table # Used when working with the Table API (key/value store). Not correct here.
partition key # Refers to data distribution and scalability, not the container resource type.
document # Refers to the SQL API or MongoDB API in Cosmos DB, not Gremlin.
Therefore, the correct answer is graph.
The answer: graph
Microsoft References
Azure Cosmos DB Gremlin API
Azure Cosmos DB APIs and data models
lu1이라는 언어 이해 리소스가 있습니다.
lu1을 사용하는 bot1이라는 Azure 봇을 빌드하고 배포합니다.
bot1이 Microsoft의 책임 있는 AI 원칙인 포괄성을 준수하는지 확인해야 합니다.
bot1을 어떻게 확장해야 하나요?
- A. bot1에 직접 대화 기능을 추가합니다.
- B. bot1에 대한 인증을 구현합니다.
- C. Iu1에 대한 능동 학습을 활성화합니다.
- D. 컨테이너의 호스트 Iu1.
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
전자상거래 플랫폼을 위한 언어 이해 모델을 구축하고 있습니다. 청구지 주소를 수집할 엔티티를 생성해야 합니다.
청구지 주소에 어떤 엔터티 유형을 사용해야 합니까?
- A. 정규식
- B. 지리V2
- C. 머신이 학습함
- D. 패턴.any
- E. 목록
Explanation: Only visible for Actual4Exams members. You can sign-up / login (it's free).
D1이라는 Azure AI 문서 인텔리전스 리소스가 포함된 Azure 구독이 있습니다.
표 형식의 데이터를 포함하는 test.pdf라는 PDF 문서를 만듭니다.
DI1을 사용하여 Test.pdf를 분석해야 합니다.
명령을 어떻게 완료해야 하나요? 답변하려면 답변 영역에서 적절한 옵션을 선택하세요.
참고: 정답 하나당 1점입니다.
Explanation:
Step 1: The Authorization Header
When calling Azure AI Document Intelligence REST API, the correct header to authenticate is:
-H " Ocp-Apim-Subscription-Key: {yourKey} "
Key1 and Secret are not valid header names.
Subscription-Key is also not the standard header.
Correct choice: Ocp-Apim-Subscription-Key
Step 2: Selecting the Prebuilt Model
Since the file contains tabular data (tables, structured document), the right prebuilt model is:
prebuilt-document # extracts text, tables, structure, key-value pairs.
prebuilt-contract # specialized for contracts.
prebuilt-layout # extracts layout, lines, and words but not tables in structured form.
prebuilt-read # simple OCR only.
So the correct choice is: prebuilt-document
Final Completed Command
curl -i -X POST " {endpoint}/formrecognizer/documentModels/prebuilt-document:analyze?api-version=2023-
07-31 " \
-H " Content-Type: application/json " \
-H " Ocp-Apim-Subscription-Key: {yourKey} " \
-d " { ' urlSource ' : ' https:// < your-storage > /test.pdf ' } "
Verified Answer:
Left box: Ocp-Apim-Subscription-Key
Right box: prebuilt-document
Microsoft References:
Azure AI Document Intelligence REST API
Prebuilt Document model
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