AI-102 Azure AI Engineer Associate Practice Tests 2026

Are You Getting Ready for the AI-102 Exam?If you are preparing for the Microsoft AI-102 Azure AI Engineer Associate exam, you are in the right place. This course is built to help you practice, learn, and feel ready before you sit in the real exam. I designed this course with one goal in mind — to help you pass.This is not a video lecture course. This is a practice test course. You get questions, you answer them, and then you read the explanation. That is how you learn fast. That is how you remember things longer.What Is This Course About?This course gives you practice exam questions that look and feel like the real AI-102 exam. Every question comes with a detailed explanation. So even if you get an answer wrong, you will understand why the correct answer is right.We cover all the major exam domains. From planning Azure AI solutions to building generative AI apps, from computer vision to natural language processing — everything is here. The course is updated for 2026, so you will also find questions on newer topics like generative AI, agentic solutions, and the latest Azure AI services.How This Course WorksYou take a practice test just like the real exam. You pick your answers. Then you review each question with a full explanation. It is simple. It is focused. And it works.You can take the tests at your own pace. There is no pressure. You can pause, come back, and retry as many times as you want. This is your personal study tool — use it your way.What Topics Are Covered?This course is organized into six sections that match the official AI-102 exam objectives:Section 1 — Plan and Manage an Azure AI Solution You will practice questions on Azure AI Foundry hub architecture, responsible AI principles, security, content safety, container deployment, monitoring, and cost management.Section 2 — Implement Generative AI Solutions This section focuses on RAG (Retrieval-Augmented Generation), Azure OpenAI deployment, prompt engineering, prompt flow, fine-tuning, evaluation metrics, and multimodal models like DALL-E.Section 3 — Implement an Agentic Solution Here you will practice questions on agent architecture, built-in tools, multi-agent orchestration, human-in-the-loop workflows, agent run lifecycle, and the difference between Foundry Agent Service and Agent Framework.Section 4 — Implement Computer Vision Solutions This covers image analysis, Custom Vision for classification and object detection, OCR, Document Intelligence, and Video Indexer.Section 5 — Implement Natural Language Processing Solutions You will practice CLU (Conversational Language Understanding), Custom Question Answering, Text Analytics, Speech Services, and Translator.Section 6 — Implement Knowledge Mining and Information Extraction Solutions This section focuses on knowledge mining techniques and pulling useful information from unstructured data.Course Features Realistic Practice Exams — Questions are written to match the style, difficulty, and format of the real AI-102 exam Detailed Explanations — Every single question has a clear explanation so you learn, not just guess Updated for 2026 — Includes new exam topics like generative AI, agentic solutions, and the latest Azure AI services All Six Exam Domains Covered — No topic is skipped; you get full coverage of the official exam objectives Self-Paced Learning — Study whenever you want, wherever you want, at your own speedLearn by Doing — The quiz format helps you remember answers much better than reading notesIdentify Your Weak Areas — After each test, you know exactly which topics need more attentionCertification-Focused — Every question is tied to what Microsoft actually tests in the AI-102 examHow Practice Tests Help You PassMany students read books and watch videos but still feel nervous on exam day. That happens because reading is passive. You think you understand something, but when the question appears, you freeze.Practice tests fix that. When you answer a question and check the explanation, your brain connects the concept to a real problem. That connection sticks. You remember it on exam day.Taking practice tests also helps you get used to the exam format. You learn how questions are worded. You learn how to spot the best answer even when two choices look similar. And you build the stamina to focus for the full exam duration.I always say this — the more you practice, the calmer you feel. And a calm student is a passing student.Career Benefits of the AI-102 CertificationPassing the AI-102 exam means Microsoft officially recognizes your skills in building AI solutions on Azure. That is a big deal in today's job market.Companies are investing heavily in AI. They need people who can design, build, and manage AI systems on the cloud. The Azure AI Engineer role is one of the most in-demand positions right now. With this certification, you become a strong candidate for roles like AI Engineer, Cloud Architect, Machine Learning Engineer, and Solutions Architect.Azure is the second largest cloud platform in the world. Professionals with Azure certifications are paid well and hired quickly. Whether you are looking for your first tech job, moving into AI, or trying to grow in your current company — this certification helps you stand out.It also gives you confidence. When you walk into an interview and say you are a certified Azure AI Engineer, people take you seriously.Who Should Take This Course?You should take this course if:You are preparing for the Microsoft AI-102 examYou have studied the official materials and want to test your knowledgeYou are an Azure developer or architect who wants to validate your AI skillsYou are an IT professional moving into AI rolesYou want a quick and focused way to review all exam topics before exam dayYou do not need to be an expert. If you have some basic knowledge of cloud computing or Azure, you are ready to start.A Note Before You StartI want to be honest with you. This course works best when you use it together with official Microsoft study materials. Think of these practice tests as your final preparation step — the tool you use to test yourself after you have done your reading.Do not just memorize answers. Read every explanation carefully. That is where the real learning happens. Important DisclaimerThis course is not affiliated with, endorsed by, or connected to Microsoft in any way. All practice questions are independently created based on publicly available exam objectives and official documentation. This course is a study aid — it does not guarantee any specific exam result. Please use it along with official Microsoft learning resources for the best preparation experience. This course reflects exam content as of 2026 and will be updated as the exam objectives change.