AI-102: Azure AI Engineer Associate Practice Tests (2026)

About this course

Are you preparing for the Microsoft Certified: Azure AI Engineer Associate (AI-102) certification exam? Test your readiness, master complex technical scenarios, and pass on your first attempt with this comprehensive bank of 250 high-yield practice questions across 5 full-length exams!

This course is designed to reflect the official exam blueprint, covering recent services such as Azure OpenAI, Retrieval-Augmented Generation (RAG) pipelines, and Agentic AI workflows. Every question includes a thorough explanation justifying why the correct answer is right and why the distractors are incorrect.

What You Will Practice Across the 5 Tests:

Plan and Manage an Azure AI Solution (20–25%): Configure Azure AI multi-service resources, Private Endpoints, Microsoft Entra ID authentication, Managed Identities, Azure Key Vault, Azure Monitor alerts, and Responsible AI guardrails (Content Safety, Prompt Shields).

Implement Generative AI & Agentic Solutions (20–25%): Azure OpenAI deployments, prompt engineering (system prompts, few-shot, JSON mode), RAG patterns, Semantic Kernel orchestration, and Microsoft AutoGen multi-agent architectures.

Implement Knowledge Mining (15–20%): Azure AI Search indexing (vector search, hybrid search, semantic ranking), custom skillsets, and Azure Document Intelligence (Prebuilt, Layout, and Custom models).

Implement Natural Language Processing (15–20%): Conversational Language Understanding (CLU), Custom Question Answering, Sentiment Analysis, Text Analytics for Health, and Azure AI Speech (Speech-to-Text, Custom Speech, Diarization).

Implement Computer Vision (10–15%): Azure AI Vision (Image Analysis 4.0, OCR/Read API, SmartCrops), Azure Custom Vision (Object Detection vs. Classification), and Azure AI Video Indexer.

Read the full description on Udemy on Udemy (opens in a new tab)

Prices, discounts and availability are set by Udemy. We may earn a commission when you purchase through links on this site.