Microsoft Azure AI Engineer (AI-103) Practice Tests

About this course

The Azure AI Engineer exam has moved on. Exam AI-102 retired on 30 June 2026 and was replaced by AI-103, Developing AI Apps and Agents on Azure, which leads to the Microsoft Certified: Azure AI Apps and Agents Developer Associate credential. AI-103 shifts the focus toward building generative AI applications and AI agents on Microsoft Foundry, and this course gives you targeted practice across the whole current skills-measured outline.

This course contains 360 practice questions built to the current AI-103 skills outline, covering all five areas the exam measures: Plan and manage an Azure AI solution, Implement generative AI and agentic solutions, Implement computer vision solutions, Implement text analysis solutions, and Implement information extraction solutions. Every question is a real-world scenario decision with a full explanation that tells you why the correct answer is right and why each other option is wrong. The six mocks are each a full-length exam simulation, weighted across the five areas the way the real exam is.

What is included:

• 360 scenario-based questions focused on choosing the right Azure AI service, model, deployment, tool, or pattern for a developer constraint
• Six full-length mock exams of 60 questions each, weighted across all five skill areas, with generative AI and agents carrying the largest share
• A mix of single-answer and multiple-response questions, matching the exam. Interactive formats such as drag and drop and dropdowns are presented here as standard multiple-choice or multiple-response
• Deep coverage of the AI-103 differentiators: retrieval-augmented generation and grounding, prompt flow and evaluation, the Microsoft Foundry Agent Service and Microsoft Agent Framework, agent tools and multi-agent orchestration, and responsible AI for agents

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