Correct Answer: Single-label Text Classification
Single-label text classification is used when each document is assigned exactly one class or category from a predefined set. Multi-label is used when a document can belong to multi...
Correct Answer
Single-label Text Classification
Why This Answer Is Correct
Single-label text classification is used when each document is assigned exactly one class or category from a predefined set. Multi-label is used when a document can belong to multiple categories simultaneously.
This question evaluates your knowledge of Azure AI Language — a core concept tested in Microsoft Certified: Azure AI Engineer Associate (AI-102). Understanding Azure AI Language is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.
You need to build a customer support system that can extract specific entities such as order IDs, dates, and email addresses from emails, even when they are written in natural language. Which service should you use?
You want to build a support site where users can ask questions in natural language and receive answers from a company manual PDF. You want to use Azure AI Language Question Answering. What is the first step to create the knowledge source?
You want to analyze a bulk set of product reviews to extract mentions of product features (like battery life or screen size) and determine if customers are speaking positively or negatively about those specific features. Which feature of Azure AI Language should you enable?
You are migrating a legacy LUIS (Language Understanding) application to Azure AI Language. Which service should you choose as the direct replacement for defining intents and entities?