AI-102 Sentiment Analysis Practice Question
Which Azure AI service can be used to analyze sentiment in text data?
⚠ Common exam trap
A common mistake is to think that Azure AI Content Safety can perform sentiment analysis, but it is actually designed to detect harmful content such as hate speech, threats, and self-harm, not to gauge sentiment. Only Azure AI Language Service provides native sentiment analysis capabilities.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Azure AI Language Service
Azure AI Language Service (formerly Text Analytics) includes a built-in sentiment analysis feature that evaluates text and returns sentiment labels (positive, negative, neutral, mixed) along with confidence scores at the sentence and document level. This makes it the primary service for analyzing sentiment in text data. Azure AI Content Safety is not designed for sentiment analysis; it is intended for harmful content moderation.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Azure AI Translator
Why it's wrong here
Azure AI Translator is used for translating text between languages, not for sentiment analysis.
- ✓
Azure AI Language Service
Why this is correct
Azure AI Language Service includes built-in sentiment analysis capabilities, making it the correct choice.
- ✗
Azure AI Vision
Why it's wrong here
Azure AI Vision is used for analyzing images and videos, not text sentiment.
- ✗
Azure AI Content Safety
Why it's wrong here
Azure AI Content Safety is for content moderation (e.g., detecting hate speech), not sentiment analysis.
- ✗
Azure AI Speech
Why it's wrong here
Azure AI Speech is used for speech-to-text and text-to-speech, not for analyzing sentiment in text.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.