AI Associate AI Fundamentals Practice Question
A customer support team wants to automatically categorize incoming cases into predefined categories such as Billing, Technical, or Account. Which NLP task is most appropriate?
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
✓
Text classification
Text classification assigns predefined labels to text, making it the right choice for categorizing support cases.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Intent detection
Why it's wrong here
Intent detection identifies the user's goal, but it is more granular; classification to predefined categories is text classification.
- ✗
Entity extraction
Why it's wrong here
Entity extraction pulls specific data (names, dates) but does not categorize the whole case.
- ✗
Sentiment analysis
Why it's wrong here
Sentiment analysis determines positive/negative tone, not topic categories.
- ✓
Text classification
Why this is correct
Text classification assigns predefined labels (Billing, Technical, Account) to text, exactly matching the requirement.
Go deeper
Related to this question
About these practice questions
Courseiva writes every AI Associate question from scratch — 753 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or 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 Associate practice question is part of Courseiva's free Salesforce 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 Associate exam.