Data Science, Topic Modeling, Bertopic, Unstructured Data, User Insight.
comprehensive documentation related to fine-tuning the topic model. I particularly spent a long time trialing different HDBScan and UMAP models to optimize the clusters and minimize the amount of tickets classified as outliers. I ultimately tuned my model to produce distinct microclusters with the