AI-102 Practice Question: Implement natural language processing solutions
Which ONE Azure AI service can be used to perform sentiment analysis on text?
⚠ Common exam trap
Candidates may mistakenly think Azure AI Translator includes sentiment analysis because it can detect the language of text, but it does not provide sentiment scores. This question tests the specific capabilities of each service.
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
Azure AI Language provides built-in sentiment analysis capabilities as part of its natural language processing (NLP) features, allowing you to assess the sentiment (positive, negative, neutral, or mixed) of text at the document and sentence level. Azure AI Translator does not include sentiment analysis; it only provides text translation. Therefore, only Azure AI Language is correct.
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 Language
Why this is correct
Azure AI Language includes sentiment analysis as a key feature, making it a correct choice.
- ✗
Azure AI Search
Why it's wrong here
Azure AI Search indexes and searches, but does not analyze sentiment.
- ✗
Azure AI Bot Service
Why it's wrong here
Azure AI Bot Service is for building bots, not sentiment analysis.
- ✗
Azure AI Translator
Why it's wrong here
Azure AI Translator does not support sentiment analysis; it is limited to translation services.
- ✗
Azure AI Content Safety
Why it's wrong here
Azure AI Content Safety detects harmful content, not sentiment.
Go deeper
Related to this question
About these practice questions
One of 945 original AI-102 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
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.