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Certifications/Azure/AI-102
Azure助理级🤖 AI/ML

Microsoft Certified: Azure AI Engineer Associate (AI-102)

Azure AI Engineer Associate (AI-102) 认证备考题库，涵盖规划管理、生成式 AI、Agentic 方案、计算机视觉、NLP 和知识挖掘六大考试域，193 道真题附详细解析。

Start PracticeBrowse Learning Path
65
Questions per exam
193
Question bank total
90m
Exam Duration
70/100
Passing Score

At a glance

193 questions
Best forAzure 云开发者和 AI 工程师，希望获得微软官方 AI 工程师 Associate 认证, 有 Python 或 C# 编程经验，正在转向 Azure AI 开发或 AI Agent 构建的软件工程师
Prep pace4-6 weeks with experience
Course pack3 chapters · 30 hours
Learner signal0 enrolled · 0/5

What this certification covers

This page is structured for quick scanning first: exam format, fit, prep time, and the actual study scope.

You will work with

Microsoft Foundry 平台（Hub/Project 部署、Prompt Flow、模型评估与微调）Azure OpenAI Service（GPT 模型部署、DALL-E、多模态模型、RAG 架构）Agentic AI（Microsoft Foundry Agent Service、多 Agent 编排、自治工作流）Azure AI Language（NER、情感分析、PII 检测、CLU、Question Answering）Azure Vision in Foundry Tools（图像分析、OCR、自定义视觉模型）和 Azure AI Video IndexerAzure AI Search（语义搜索、向量存储、Skillset）和 Azure Document IntelligenceAzure Speech（TTS/STT、SSML）和 Azure AI TranslatorResponsible AI（Content Safety、Prompt Shields、内容过滤器、Harm Detection）

After preparation

  • 通过 AI-102 认证，获得 Microsoft Certified: Azure AI Engineer Associate 徽章
  • 掌握在 Microsoft Foundry 平台上端到端规划、部署和管理 AI 解决方案的完整能力
  • 能够使用 Azure OpenAI Service 构建生成式 AI 应用、RAG 知识库和 AI Agent
  • 熟练集成 Azure AI Language、Vision、Speech 和 Document Intelligence 到实际业务场景

Exam details

Exam Code
AI-102
Provider
Microsoft Azure
Duration
90 minutes
Question Count
65 questions
Passing Score
70/100
Validity
3 years
Question Types
single-choice, multiple-choice
Languages
English
Official Page
Open AWS page

Who should take it

Good fit

  • Azure 云开发者和 AI 工程师，希望获得微软官方 AI 工程师 Associate 认证
  • 有 Python 或 C# 编程经验，正在转向 Azure AI 开发或 AI Agent 构建的软件工程师
  • 数据科学家和 ML 工程师，希望系统掌握 Microsoft Foundry 平台和 Azure AI Services 集成能力

Before you start

  • 熟悉 Python 或 C# 编程，能够调用 REST API 并处理 JSON 响应
  • 了解基本 Azure 服务（建议先取得 AZ-900 Azure 基础认证）
  • 具备基础 AI/ML 概念：分类、NLP、计算机视觉原理，以及生成式 AI 基本概念

Study preparation

With hands-on AWS

4-6 weeks

From scratch

8-10 weeks

Daily pace

1-2 hours/day

Learning path preview

3 chapters
1
AI-102 考试概述：Microsoft Foundry 平台与 Azure AI 规划管理
40 min
2
核心技术精讲：生成式 AI、Agentic 方案、NLP 与计算机视觉
120 min
3
考前冲刺：知识挖掘、信息提取与综合仿真考试
100 min

Certification comparison

AI-102AI-100Azure AI Fundamentals
ProviderAzureAzureAzure
Level助理级助理级基础级
Fee$0$0$99
Duration90 min90 min45 min
Questions per exam656550
Validity3 yrs3 yrs0 yrs

Study tips and common mistakes

💡

65 题 90 分钟，平均每题 1 分钟，合理分配时间

💡

及格分 70/100，不确定的题先标记跳过，回头再做

💡

排除法非常有用 — 先排掉明显错误的选项，剩下的再分析

⚠️

没有读完所有选项就选答案 — 题目经常有"最佳"答案和"正确但不最佳"的干扰项

⚠️

备考只刷题不理解原理 — 考试场景题需要理解底层概念

⚠️

忽略时间管理 — 在难题上卡太久，导致后面简单题没时间做

Frequently Asked Questions

If you plan to take AI-102, start with real practice.

193 questions, chapter-by-chapter learning, mock exams, wrong-question review, and AI tutor support live in the exam page.

Go to exam prep

From $29 · 2 free chapters

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EXAM PREP

AI-102 Question Bank

Chapter-by-chapter learning + mock exams + AI tutor

193
Questions
3
Chapters
30h
Study
AI
Tutor
  • First 2 chapters free
  • Real exam format mock tests
  • AI-powered wrong answer review
  • Chapter progress tracking
From $29
Start Practice Now

Prep snapshot

Study chapters3
Practice questions193
Estimated hours30h

What is inside

  • 193 道练习题，精准覆盖 AI-102 六大考试域（2025 年 12 月最新版），每题附详细中文解析
  • 全新 Agentic AI 专项：Microsoft Foundry Agent Service、多 Agent 编排工作流重点强化
  • 生成式 AI 深度覆盖：RAG 架构、Prompt Flow、模型微调、DALL-E 图像生成
  • 仿真模拟考试（100 分钟 / 1000 分制），模拟真实 AI-102 考试节奏
  • AI 智能辅导，精准识别 Azure AI Services 配置、NLP 场景题和 Responsible AI 治理薄弱点