MICROSOFT

Microsoft Certified:Azure AI Engineer Associate

AI-102

The Microsoft Certified: Azure AI Engineer Associate certification validates your ability to design and implement AI solutions using Azure AI services. It is aimed at AI engineers responsible for building, managing, and deploying AI solutions. Earning it demonstrates your expertise in leveraging Azure AI to create secure and scalable AI applications.

Practice Free Questions

6Domains

17Objectives

145Practice pages

691Free questions

AI-102 free practice questions

Choose any objective and open any question page — no sign-in required.

Select the appropriate Microsoft Foundry Services

16 questions · 4 pages

Questions 1–5 6–10 11–15 16–16

Plan, create and deploy a Microsoft Foundry Service

36 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–36

Manage, monitor, and secure a Microsoft Foundry Service

34 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–34

Implement AI solutions responsibly

39 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–39

Build generative AI solutions with Microsoft Foundry

45 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45

Use Azure OpenAI in Foundry Models to generate content

49 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–49

Optimize and operationalize a generative AI solution

47 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–47

Create custom agents

46 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–46

Analyze images

24 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–24

Implement custom vision models

36 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–36

Analyze videos

38 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–38

Analyze and translate text

26 questions · 6 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–26

Process and translate speech

45 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45

Implement custom language models

73 questions · 15 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–50 51–55 56–60 61–65 66–70 71–73

Implement an Azure AI Search solution

55 questions · 11 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–50 51–55

Implement an Azure Document Intelligence in Foundry Tools solution

35 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35

Extract information with Azure Content Understanding in Foundry Tools

47 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–47

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Percentages reflect share of the current practice bank, not official exam weightings. Every page above is a live, crawlable practice page (17 objectives · 145 pages).

Microsoft Certified:Azure AI Engineer Associate

AI-102 free practice questions

Domain 1 · Plan and manage an Azure AI solution18% of practice bank · 4 objectives · 125 questions18%

Domain 2 · Implement generative AI solutions20% of practice bank · 3 objectives · 141 questions20%

Domain 3 · Implement an agentic solution7% of practice bank · 1 objectives · 46 questions7%

Domain 4 · Implement computer vision solutions14% of practice bank · 3 objectives · 98 questions14%

Domain 5 · Implement natural language processing solutions21% of practice bank · 3 objectives · 144 questions21%

Domain 6 · Implement knowledge mining and information extraction solutions20% of practice bank · 3 objectives · 137 questions20%