Data Science, Topic Modeling, Bertopic, Unstructured Data, User Insight.
topic classification. Thus, the relationship of words within their sentences was not considered, failing to account for the semantic context of tickets. Luckily for us, BERTopic’s hybrid model leveraged a clustering and dimensionality reduction algorithm as well as Bidirectional Encoder