Advanced Topic Modeling with BERTopic

A developer demonstrates advanced topic modeling using BERTopic, a technique that leverages BERT embeddings to cluster and interpret large text corpora. The approach extracts coherent topics from documents without requiring predefined categories. The method improves upon traditional models like LDA by capturing semantic relationships between words.