Azure AI-102 : AI Engineer Associate Practice Exams x 6

About this course

Are you preparing for the AI-102 Microsoft Azure AI Engineer Associate certification exam? This practice test course gives you 390 implementation-focused questions covering every service and domain in the December 2025 skills measured document — including Microsoft Foundry, Azure OpenAI, Agents, Computer Vision, NLP, Speech, and Knowledge Mining — at an intermediate to advanced difficulty level that matches the real exam.What is IncludedSix full-length practice tests, each with 65 questions, covering all six exam domains in the proportions Microsoft specifies:• Plan and Manage an Azure AI Solution (20–25%) — authentication, security, monitoring, containers, responsible AI, CI/CD• Implement Generative AI Solutions (15–20%) — Azure OpenAI, RAG, prompt flows, fine-tuning, Semantic Kernel, DALL-E, Whisper, embeddings• Implement an Agentic Solution (5–10%) — Foundry Agent Service, tools, threads, multi-agent orchestration• Implement Computer Vision Solutions (10–15%) — Azure AI Vision, Custom Vision, Face, Video Indexer, Spatial Analysis• Implement Natural Language Processing Solutions (15–20%) — Language, CLU, Q&A, Speech, Translator, Bot Service• Implement Knowledge Mining & Information Extraction (15–20%) — Azure AI Search, Document Intelligence, Content UnderstandingEvery question includes:• A detailed explanation of why each answer is correct or incorrect — including why the three wrong answers fail• A key point callout reinforcing the single most important concept for the exam• A difficulty rating (Intermediate or Difficult) — this is an associate-level exam, so there are very few easy questions• Python SDK code patterns and REST API equivalents woven into the question scenarios

Course objectives

• To effectively prepare learners for the AI-102 certification through simulated testing
• To provide detailed explanations for each question to reinforce learning