Practice
Learn at your own pace. Answer questions one at a time with instant feedback and explanations.
Start practiceDesigning and Implementing a Microsoft Azure AI Solution
AI-102 validates the skills to build, manage, and deploy AI solutions that use Azure AI services, including generative AI, computer vision, natural language processing, knowledge mining, and document intelligence. It leads to the Microsoft Certified: Azure AI Engineer Associate certification.
Mock exam
Simulate the real thing. Take a timed, full-length test and review your score and weak areas.
Sign up to startStudy your way: beyond Practice and Mock exam, choose adaptive, hard mode, ready review, objective coverage, or retry-your-misses — and set your own question count, timer, and pass mark.
About this exam
AI-102 leads to the Azure AI Engineer Associate certification. Azure AI engineers build, manage, and deploy AI solutions using Azure AI services, Azure AI Search, and Azure OpenAI. They plan and manage Azure AI solutions and implement generative AI, computer vision, natural language processing, knowledge mining, document intelligence, and agentic solutions, with responsible AI practices.
Who should take this exam
Software developers and data scientists who build AI applications on Azure. Candidates should have experience with a programming language (such as C# or Python), REST-based APIs, the Azure AI services SDKs, prompt engineering, and responsible AI principles.
Career benefits
Demonstrates the ability to design and implement production AI solutions, including generative AI, on Azure. The Azure AI Engineer Associate credential supports roles such as AI Engineer, Machine Learning Engineer, and Applied AI Developer.
How to prepare
Gain hands-on experience with Azure AI services (Vision, Language, Speech, Translator), Azure OpenAI and prompt engineering / RAG, Azure AI Search, Document Intelligence, containers, monitoring, security (keys, managed identity), and responsible AI. Microsoft Learn offers a free AI-102 learning path.
Quick facts
Exam cost$165 USD
Valid forCertification does not expire; renew annually via a free online assessment.
Length120 minutes
Questions on exam50
Passing score700 / 1000
FormatMultiple choice, multiple response, case studies, drag-and-drop, and code/scenario items.
Practice questions200
Objectives6
Official pageView
What's covered
1. Plan and manage an Azure AI solution
20–25%- 1a Select and provision Azure AI services and plan responsible AI
- 1b Manage, secure, and monitor Azure AI services (keys, managed identity, containers, diagnostics)
2. Implement generative AI solutions
15–20%- 2a Build solutions with Azure OpenAI (models, deployments, prompts)
- 2b Implement retrieval augmented generation and ground responses on data
3. Implement computer vision solutions
10–15%- 3a Analyze images and video with Azure AI Vision
- 3b Implement custom vision and facial analysis
4. Implement natural language processing solutions
15–20%- 4a Analyze text and language with Azure AI Language
- 4b Implement speech and translation solutions
5. Implement knowledge mining and document intelligence
15–20%- 5a Implement Azure AI Search solutions
- 5b Implement Azure AI Document Intelligence solutions
6. Implement agentic solutions
5–10%- 6a Build conversational and agent solutions (Azure AI Agent Service, bots)
Frequently asked questions
Are these real exam questions?
No. These are original practice questions written to match the exam objectives, each with an explanation so you actually learn the material — not exam dumps.
How does practice mode work?
You answer questions one at a time with instant feedback and explanations. Over time the app adapts, prioritizing the objectives and questions you struggle with most.
What is a mock exam?
A timed, full-length simulation that holds feedback until the end, then shows your score, pass/fail result, and a breakdown by objective.
Can I customize how I study?
Yes. Pick the study mode that fits — adaptive practice, hard mode, ready-for-review, objective coverage, or retrying questions you've missed — and set your own question count, timer, and passing score for each session.
Do I need an account?
You can try free questions for this exam without signing in. Create a free account to save your progress, track weak objectives, and unlock the full question bank.