AI-102 Practice Question: Implement natural language processing solutions
You are developing a solution that uses Azure AI Language to analyze customer feedback. You need to determine whether the sentiment of a given sentence is positive, negative, or neutral. Which Azure AI Language feature should you use?
⚠ Common exam trap
Candidates often confuse Key Phrase Extraction with Sentiment Analysis because both seem to 'analyze' text, but Key Phrase Extraction only identifies topics or terms, not the emotional polarity of the content.
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
✓
Sentiment Analysis
Sentiment Analysis is the correct Azure AI Language feature because it is specifically designed to evaluate text and determine whether the sentiment expressed is positive, negative, or neutral. This feature uses machine learning classifiers trained on large datasets to assign a sentiment label and confidence scores at the sentence and document level, directly matching the requirement to analyze customer feedback for sentiment polarity.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Sentiment Analysis
Why this is correct
Sentiment Analysis directly provides sentiment labels and scores.
- ✗
Entity Recognition
Why it's wrong here
Entity Recognition identifies entities like people, organizations, etc.
- ✗
Language Detection
Why it's wrong here
Language Detection identifies the language of the text.
- ✗
Key Phrase Extraction
Why it's wrong here
Key Phrase Extraction extracts key phrases but does not analyze sentiment.
Go deeper
Related to this question
About these practice questions
This AI-102 question is part of Courseiva's 945-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. 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.