Build a Portfolio Project for Organizing [Few] Documents into Topics

From Pretrained Embeddings to Hierarchical Clustering

Brandon Cosley
Towards Data Science
8 min readMar 1, 2022

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Image from Pixabay

One challenge when trying to understand digital text is to determine whether we can organize that text into meaningful groups, or topics. For example, perhaps we want to know if we can group customer comments into those discussing login issues versus those who…

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