Learn with Microsoft : AI-200 training material for 100% pass
Updated: Aug 03, 2026
No. of Questions: 93 Questions & Answers with Testing Engine
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Microsoft AI-200 Exam Overview:
| Certification Vendor: | Microsoft |
| Exam Name: | Designing and Implementing a Microsoft Azure AI Solution |
| Exam Number: | AI-200 / AI-102 |
| Related Certifications: | Azure AI Fundamentals Azure Data Scientist Associate |
| Passing Score: | 700/1000 |
| Available Languages: | English, Japanese, Chinese (Simplified), Korean, German, French, Spanish |
| Exam Duration: | 100-120 |
| Exam Format: | Multiple choice, Multiple response, Case studies, Scenario-based questions |
| Certificate Validity Period: | 1 year (renewable through Microsoft Learn assessment) |
| Real Exam Qty: | 40-60 |
| Exam Price: | USD 165 (varies by region) |
| Recommended Training: | Microsoft Learn Azure AI Engineer Learning Path Azure OpenAI Service Documentation |
| Exam Registration: | Pearson VUE Microsoft Exams Microsoft Learn Certification Page |
| Sample Questions: | Microsoft AI-200 Sample Questions |
| Exam Way: | Online proctored exam or onsite test center via Pearson VUE |
| Pre Condition: | No mandatory prerequisites, but recommended: Azure Fundamentals (AZ-900 or AI-900) and experience with Azure services and AI concepts. |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-engineer/ |
Microsoft AI-200 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Implement and monitor AI workloads | - Deploy AI models and services - Monitor performance and troubleshoot issues |
| Topic 2: Implement Azure AI solutions | - Implement computer vision solutions - Implement knowledge mining with Azure AI Search - Implement natural language processing solutions - Implement generative AI solutions using Azure OpenAI |
| Topic 3: Plan and manage Azure AI solutions | - Select appropriate Azure AI services - Monitor and optimize AI solutions - Plan security and compliance requirements |
Microsoft Developing AI Cloud Solutions on Azure Sample Questions:
1. You need to give an Azure OpenAI-based agent the ability to call a company's internal REST API to check order status during a conversation. What should you implement?
A) Function calling (tools) with a defined JSON schema
B) Fine-tuning the model on order data
C) Azure AI Search vector index over order records
D) Prompt flow variant testing
2. Drag and Drop Question
A Python API retrieves a document from Azure Database for PostgreSQL by using a SQL statement. The API accepts the document ID from user input. The current implementation inserts the document ID directly into the SQL statement.
You need to secure the SQL statement execution by minimizing the possibility of SQL injection.
How should you modify the current implementation? To answer, move the appropriate configurations to the correct requirements. You may use each configuration once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
3. You are choosing an embedding strategy for a RAG solution. Documents range from 2 to 200 pages. You need to preserve semantic coherence while staying within embedding model token limits. What should you do?
A) Embed each entire document as a single vector
B) Convert documents to images and use image embeddings
C) Chunk documents into smaller overlapping segments before embedding
D) Use only document titles for embedding
4. A container in an AKS cluster repeatedly restarts.
Pod events show probe failures, although node-level CPU and memory metrics are normal.
You need to diagnose the cause of the repeating restarts.
What should you do first?
A) Scale the deployment to more replicas.
B) Inspect the pod events and container logs.
C) Drain and reboot the node hosting the pod.
D) Decrease the initialDelaySeconds for the container liveness probe.
5. Your application must classify uploaded product images into one of 40 custom categories specific to your business (e.g., proprietary part numbers). What should you use?
A) Azure AI Face API
B) Azure AI Custom Vision (image classification)
C) Azure AI Document Intelligence
D) Azure AI Vision prebuilt image analysis
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: Only visible for members | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: B |
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