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Back to AI-102

Azure AI Engineer Associate Exam Guide

A comprehensive 6-week study plan to help you prepare for the Microsoft Azure AI Engineer Associate certification exam.

Exam Information

100 minutes

Duration

40-60 questions

Questions

700/1000

Passing Score

$165 USD

Exam Cost

Recommended Study Plan

Week 1

Plan and Manage Azure AI Solutions

Plan and manage (15-20%)

10-12 hours

Select Azure AI services for solutions
Plan and configure AI solutions infrastructure
Manage AI services access and security
Monitor and optimize AI solutions

Recommended Resources:

Microsoft Learn

Azure AI Documentation

Week 2

Implement Generative AI Solutions

Generative AI (10-15%)

12-15 hours

Azure OpenAI Service deployment
Prompt engineering techniques
Azure AI Foundry and model deployment
Content filtering and responsible AI

Recommended Resources:

Azure OpenAI Docs

Hands-on Labs

Week 3

Computer Vision Solutions

Computer Vision (15-20%)

10-12 hours

Azure AI Vision service implementation
Image analysis and object detection
Custom Vision model training
Video analysis and spatial analysis

Recommended Resources:

Vision API Docs

Custom Vision Portal

Week 4

Natural Language Processing

NLP (25-30%)

12-15 hours

Azure AI Language service
Text analytics and sentiment analysis
Custom text classification
Conversational language understanding

Recommended Resources:

Language Service Docs

Microsoft Learn

Week 5

Knowledge Mining & Document Intelligence

Knowledge Mining (5-10%)

10-12 hours

Azure AI Search implementation
Document Intelligence solutions
Custom skill development
Indexer and skillset configuration

Recommended Resources:

AI Search Docs

Document Intelligence

Week 6

Agentic Solutions & Review

Agentic Solutions (5-10%)

10-12 hours

Multi-agent architectures
Semantic Kernel and AutoGen
Integration patterns
Comprehensive exam review

Recommended Resources:

Practice Tests

Flashcards

Exam Tips & Strategies

Focus on Implementation

AI-102 is a hands-on exam. Understand how to implement and configure AI services, not just concepts.

Manage Your Time

With 100 minutes for 40-60 questions including case studies, pace yourself carefully through complex scenarios.

Hands-On Practice

Use Azure free tier to practice deploying and configuring AI services. Experience with the portal is crucial.

Know the APIs

Understand REST API endpoints, SDKs, and how to call Azure AI services programmatically.

Key Topics to Master

Azure OpenAI Service

Azure AI Foundry

Prompt engineering

Azure AI Vision

Custom Vision

Azure AI Language

Azure AI Search

Document Intelligence

Conversational AI

Semantic Kernel

Content Safety

Responsible AI

Multi-agent systems

Model deployment

For the most up-to-date exam information, visit the official exam guide.

View Official Exam Guide

Back to AI-102

Azure AI Engineer Associate Exam Guide

A comprehensive 6-week study plan to help you prepare for the Microsoft Azure AI Engineer Associate certification exam.

Exam Information

100 minutes

Duration

40-60 questions

Questions

700/1000

Passing Score

$165 USD

Exam Cost

Recommended Study Plan

Week 1

Plan and Manage Azure AI Solutions

Plan and manage (15-20%)

10-12 hours

Select Azure AI services for solutions
Plan and configure AI solutions infrastructure
Manage AI services access and security
Monitor and optimize AI solutions

Recommended Resources:

Microsoft Learn

Azure AI Documentation

Week 2

Implement Generative AI Solutions

Generative AI (10-15%)

12-15 hours

Azure OpenAI Service deployment
Prompt engineering techniques
Azure AI Foundry and model deployment
Content filtering and responsible AI

Recommended Resources:

Azure OpenAI Docs

Hands-on Labs

Week 3

Computer Vision Solutions

Computer Vision (15-20%)

10-12 hours

Azure AI Vision service implementation
Image analysis and object detection
Custom Vision model training
Video analysis and spatial analysis

Recommended Resources:

Vision API Docs

Custom Vision Portal

Week 4

Natural Language Processing

NLP (25-30%)

12-15 hours

Azure AI Language service
Text analytics and sentiment analysis
Custom text classification
Conversational language understanding

Recommended Resources:

Language Service Docs

Microsoft Learn

Week 5

Knowledge Mining & Document Intelligence

Knowledge Mining (5-10%)

10-12 hours

Azure AI Search implementation
Document Intelligence solutions
Custom skill development
Indexer and skillset configuration

Recommended Resources:

AI Search Docs

Document Intelligence

Week 6

Agentic Solutions & Review

Agentic Solutions (5-10%)

10-12 hours

Multi-agent architectures
Semantic Kernel and AutoGen
Integration patterns
Comprehensive exam review

Recommended Resources:

Practice Tests

Flashcards

Exam Tips & Strategies

Focus on Implementation

AI-102 is a hands-on exam. Understand how to implement and configure AI services, not just concepts.

Manage Your Time

With 100 minutes for 40-60 questions including case studies, pace yourself carefully through complex scenarios.

Hands-On Practice

Use Azure free tier to practice deploying and configuring AI services. Experience with the portal is crucial.

Know the APIs

Understand REST API endpoints, SDKs, and how to call Azure AI services programmatically.

Key Topics to Master

Azure OpenAI Service

Azure AI Foundry

Prompt engineering

Azure AI Vision

Custom Vision

Azure AI Language

Azure AI Search

Document Intelligence

Conversational AI

Semantic Kernel

Content Safety

Responsible AI

Multi-agent systems

Model deployment

For the most up-to-date exam information, visit the official exam guide.

View Official Exam Guide