NCA-GENM Exam Dumps | You are analyzing a dataset of customer reviews for a Generative A1-powered product. You want to identify

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Question 161/192

You are analyzing a dataset of customer reviews for a Generative A1-powered product. You want to identify the key themes and topics that customers are discussing. Which technique would be MOST appropriate for this task?

A. Sentiment analysis to determine the overall positive or negative sentiment.

B. Topic modeling (e.g., LDA, NMF) to discover underlying themes in the reviews.

C. Regression analysis to predict customer satisfaction scores.

D. Clustering analysis to group customers based on demographics.

E. Time series analysis to track review volume over time.

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