AI-102 Practice Questions

Prepare for the Microsoft Azure AI Engineer Associate exam with practice questions, instant explanations, and links to Microsoft Learn.

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About the AI-102 exam

Level: Intermediate — Associate
Validates: Building & deploying Azure AI solutions
Questions: ~40–60 multiple-choice & scenario
Duration: 100 minutes
Passing score: 700 / 1000

Exam domains

Plan and Manage an Azure AI Solution 20–25%
Implement Generative AI Solutions 15–20%
Implement an Agentic Solution 5–10%
Implement Computer Vision Solutions 10–15%
Implement Natural Language Processing Solutions 15–20%
Implement Knowledge Mining and Information Extraction Solutions 15–20%

Sample question

You are building an application that must extract key-value pairs, tables, and totals from scanned supplier invoices. Which Azure AI service should you use?

A. Azure AI Language
B. Azure AI Vision Image Analysis
C. Azure AI Document Intelligence
D. Azure AI Translator

Show answer

Correct answer: C — Azure AI Document Intelligence. Azure AI Document Intelligence (formerly Form Recognizer) includes a prebuilt invoice model that extracts fields, key-value pairs, line items, and tables from documents. Azure AI Vision Image Analysis handles general image tagging and OCR but not structured document fields; Azure AI Language processes text, not document layout; Translator only converts text between languages. Microsoft Learn →

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Frequently asked questions

How many questions are in the AI-102 exam?

The AI-102 exam contains approximately 40–60 questions (multiple-choice and scenario-based) and must be completed within 100 minutes.

Is AI-102 hard?

AI-102 is an associate-level exam that expects hands-on experience building AI solutions with Azure AI services, Azure AI Search, and Azure OpenAI. Familiarity with Python or C# and the REST APIs and SDKs is important. Most candidates study 6–8 weeks alongside practical projects.

What are the prerequisites for AI-102?

Microsoft recommends experience developing solutions in Python or C# and using REST APIs and SDKs. Knowledge of Azure fundamentals and AI concepts (for example from AI-901) is helpful, but there is no formal exam prerequisite.

Are these real AI-102 exam questions?

These are practice-style questions, not leaked exam content. They follow the same format and domain coverage as the real AI-102 exam to give you the most effective preparation.