AI-102 (Microsoft Azure AI Engineer) Exam Guide

The **AI-102** certification validates your ability to build, manage, and deploy AI solutions leveraging Azure AI Services, Azure AI Search, and Azure OpenAI. Ideal for developers wanting to integrate artificial intelligence into their applications.

Which Azure service extracts text and key-value pairs from documents?

Answer : Azure AI Document Intelligence (formerly Form Recognizer).

Uses ML to automate data extraction from forms and structured documents.

What is the Azure API for analyzing the sentiment of a text?

Answer : Sentiment Analysis (part of Azure AI Language).

Provides sentiment scores to help interpret customer feedback (Positive/Negative/Neutral).

Which service helps build conversational bots that understand natural language?

Answer : Azure AI Bot Service with Language Service (CLU).

Enables the creation of intelligent, multi-channel conversational interfaces.

What is the purpose of 'Custom Vision' in Azure AI Vision?

Answer : To train specialized image classification or object detection models.

Allows developers to build models tailored to specific business use cases beyond standard APIs.

How do you secure access to Azure AI services?

Answer : Using API keys or Microsoft Entra ID (RBAC).

Microsoft Entra ID is the preferred method for fine-grained security and auditing.

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