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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⢠Introduction to Text Clustering
⢠Natural Language Processing (NLP) Fundamentals
⢠Data Preprocessing for Text Clustering
⢠Distance Metrics and Similarity Measures
⢠Hierarchical Clustering and Agglomerative Clustering
⢠Partitioning Methods: K-means and DBSCAN
⢠Evaluation Metrics for Text Clustering
⢠Advanced Topics: Fuzzy Clustering and Probabilistic Models
⢠Text Clustering Tools and Libraries
⢠Real-world Applications and Case Studies of Text Clustering
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