Azure AI-102 AI Engineer Practice Tests | Exam Prep [2026]

About this course

Prepare for the Microsoft Azure AI Engineer Associate (AI-102) exam with practice tests that cover every objective listed on the official certification blueprint and exam skills outline. Each practice exam mirrors the format and complexity of the actual AI-102 test. Questions span Azure Cognitive Services, Azure Bot Service, Azure Machine Learning, knowledge mining, computer vision, natural language processing, and conversational AI solution design and implementation. Topics include configuring and deploying Cognitive Services APIs, building and training custom models with Custom Vision and Language Understanding, implementing search solutions with Azure Cognitive Search, designing bot architectures, managing AI service security and monitoring, and integrating AI capabilities into production applications and workflows. Detailed explanations for every question help you understand the underlying Azure AI services and the architectural decisions that drive correct answers. You will learn not just what the right answer is but why it works within the context of real Azure AI solution design and deployment. These practice tests suit developers, solution architects, and AI engineers who work with Azure AI services and want to earn the AI-102 certification. Use your scores across multiple practice sessions to identify weak areas and concentrate your remaining study time on the topics that need the most attention before your exam appointment.