Azure•Associate•AI-102

Microsoft Certified: Azure AI Engineer Associate

Design and implement Azure AI solutions including computer vision, natural language processing, knowledge mining, generative AI, and agentic AI solutions using Azure AI services, Azure AI Search, and Azure OpenAI.

Note: This syllabus summary was last updated in November 2025. For the most current and detailed syllabus information, please visit the official certification provider's website.

Exam Summary

TIME

100

Minutes

TOTAL

Questions

PRICE

$165

USD

VALID

Years

PASS

700

/1000

Prerequisites (Optional)

Recommended experience before taking this exam

Experience with Python or C#
Understanding of REST APIs and SDKs
Familiarity with Azure services

Exam Domains & Topics

Domain 1

15%

Plan and Manage an Azure AI Solution

Select the appropriate Azure AI service

Plan and configure security for Azure AI services

Create and manage Azure AI service resources

Manage costs and monitor Azure AI services

Implement compliance and governance

Plan deployment strategies

Configure networking for AI services

Domain 2

20%

Implement Generative AI Solutions

Deploy and configure Azure OpenAI Service

Select and configure models for generative AI

Implement prompt engineering techniques

Optimize prompt performance

Implement retrieval augmented generation (RAG)

Implement content filtering and safety measures

Monitor and optimize token usage

Domain 3

15%

Implement an Agentic Solution

Design and implement AI agents

Configure agent orchestration

Implement function calling

Integrate agents with external systems

Configure agent memory and state management

Implement multi-agent systems

Monitor and optimize agent performance

Domain 4

20%

Implement Computer Vision Solutions

Implement image classification solutions

Implement object detection solutions

Implement facial recognition and analysis

Implement optical character recognition (OCR)

Implement Azure Computer Vision service

Implement Custom Vision projects

Analyze images and videos

Domain 5

20%

Implement Natural Language Processing Solutions

Implement text analysis and sentiment analysis

Implement entity recognition

Implement language understanding

Implement Azure Language service

Implement conversational AI solutions

Implement speech recognition and synthesis

Implement translation services

Domain 6

10%

Implement Knowledge Mining and Information Extraction Solutions

Implement Azure AI Search

Implement skillsets and enrichment pipelines

Implement custom skills

Configure indexers and data sources

Implement semantic search

Configure search relevance and ranking

Azure•Associate•AI-102

Microsoft Certified: Azure AI Engineer Associate

Note: This syllabus summary was last updated in November 2025. For the most current and detailed syllabus information, please visit the official certification provider's website.

Exam Summary

TIME

100

Minutes

TOTAL

Questions

PRICE

$165

USD

VALID

Years

PASS

700

/1000

Prerequisites (Optional)

Recommended experience before taking this exam

Experience with Python or C#
Understanding of REST APIs and SDKs
Familiarity with Azure services

Exam Domains & Topics

Domain 1

15%

Plan and Manage an Azure AI Solution

Select the appropriate Azure AI service

Plan and configure security for Azure AI services

Create and manage Azure AI service resources

Manage costs and monitor Azure AI services

Implement compliance and governance

Plan deployment strategies

Configure networking for AI services

Domain 2

20%

Implement Generative AI Solutions

Deploy and configure Azure OpenAI Service

Select and configure models for generative AI

Implement prompt engineering techniques

Optimize prompt performance

Implement retrieval augmented generation (RAG)

Implement content filtering and safety measures

Monitor and optimize token usage

Domain 3

15%

Implement an Agentic Solution

Design and implement AI agents

Configure agent orchestration

Implement function calling

Integrate agents with external systems

Configure agent memory and state management

Implement multi-agent systems

Monitor and optimize agent performance

Domain 4

20%

Implement Computer Vision Solutions

Implement image classification solutions

Implement object detection solutions

Implement facial recognition and analysis

Implement optical character recognition (OCR)

Implement Azure Computer Vision service

Implement Custom Vision projects

Analyze images and videos

Domain 5

20%

Implement Natural Language Processing Solutions

Implement text analysis and sentiment analysis

Implement entity recognition

Implement language understanding

Implement Azure Language service

Implement conversational AI solutions

Implement speech recognition and synthesis

Implement translation services

Domain 6

10%

Implement Knowledge Mining and Information Extraction Solutions

Implement Azure AI Search

Implement skillsets and enrichment pipelines

Implement custom skills

Configure indexers and data sources

Implement semantic search

Configure search relevance and ranking

Microsoft Certified: Azure AI Engineer Associate

Exam Summary

Prerequisites (Optional)

Exam Domains & Topics

Plan and Manage an Azure AI Solution

Implement Generative AI Solutions

Implement an Agentic Solution

Implement Computer Vision Solutions

Implement Natural Language Processing Solutions

Implement Knowledge Mining and Information Extraction Solutions

Cloud Practice Test

Microsoft Certified: Azure AI Engineer Associate

Exam Summary

Prerequisites (Optional)

Exam Domains & Topics

Plan and Manage an Azure AI Solution

Implement Generative AI Solutions

Implement an Agentic Solution

Implement Computer Vision Solutions

Implement Natural Language Processing Solutions

Implement Knowledge Mining and Information Extraction Solutions