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RimTouny / Enhancing-Gutenberg-Book-Clustering-using-Advanced-NLP-Techniques

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Text clustering, an unsupervised ML technique in NLP, groups similar texts based on content. Techniques like hierarchical, k-means, or density-based clustering categorize unstructured data, unveiling insights and patterns in diverse datasets. This exploration was part of the NLP course in my University of Ottawa master's program in 2023.

machine-learning clustering gutenberg unsupervised-learning nlp-machine-learning hierarchical-clustering k-means-clustering text-clustering silhouette-score kappa-score
  • Updated Jan 12, 2024
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