Certificate in Text Clustering Essentials
-- ViewingNowThe Certificate in Text Clustering Essentials is a comprehensive course that equips learners with the fundamental skills necessary to excel in the field of text analytics and natural language processing. This course is critical for professionals seeking to enhance their data analysis skills, as text clustering is an essential component of data mining and machine learning.
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โข Introduction to Text Clustering
โข Data Preprocessing for Text Clustering
โข Distance Metrics and Similarity Measures
โข Text Vectorization Techniques
โข Hierarchical Clustering
โข Partitional Clustering: K-means and its Variants
โข Density-based Clustering
โข Evaluation Metrics for Text Clustering
โข Case Studies in Text Clustering
โข Advanced Topics in Text Clustering (e.g., Fuzzy Clustering, Streaming Text Clustering)
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