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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⢠Introduction to Text Clustering
⢠Data Preprocessing for Text Clustering
⢠Distance Metrics and Similarity Measures
⢠Text Vectorization Techniques
⢠Hierarchical Clustering
⢠Partitional Clustering: K-means and its Variants
⢠Density-based Clustering
⢠Evaluation Metrics for Text Clustering
⢠Case Studies in Text Clustering
⢠Advanced Topics in Text Clustering (e.g., Fuzzy Clustering, Streaming Text Clustering)
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