DASCA SDS Question Answer
Which of the following is an example of NLP?
Flagging e-mails as spam
Using Twitter to assess public sentiment
Finding which text documents are about similar topics
Both A and C
All of the above
Natural Language Processing (NLP) is the field of machine learning that deals with human language understanding and generation. Applications include:
Option A (Spam detection): NLP techniques classify emails based on text patterns and context.
Option B (Sentiment analysis on Twitter): NLP models analyze textual data to extract emotions, opinions, and trends.
Option C (Topic modeling): NLP clustering and probabilistic models (e.g., LDA) classify documents by semantic similarity.
Since all are valid NLP applications, the correct answer is Option E (All of the above).
TESTED 04 Sep 2025
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