Certificate in Text Clustering: A Deep Dive
-- ViewingNowThe Certificate in Text Clustering: A Deep Dive is a comprehensive course designed to equip learners with essential skills in text analytics, natural language processing, and machine learning. This certificate program dives deep into text clustering techniques, which are in high demand across industries such as finance, healthcare, and technology.
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โข Introduction to Text Clustering
โข Natural Language Processing (NLP) Fundamentals
โข Data Preprocessing for Text Clustering
โข Distance Metrics and Similarity Measures
โข Hierarchical Clustering and Agglomerative Clustering
โข Partitioning Methods: K-means and DBSCAN
โข Evaluation Metrics for Text Clustering
โข Advanced Topics: Fuzzy Clustering and Probabilistic Models
โข Text Clustering Tools and Libraries
โข Real-world Applications and Case Studies of Text Clustering
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