Professional Certificate in Applied Text Clustering
-- ViewingNowThe Professional Certificate in Applied Text Clustering is a comprehensive course designed to equip learners with essential skills in text clustering, a critical technique in data analysis and machine learning. This course emphasizes the importance of organizing and interpreting large text data sets, making it highly relevant in today's data-driven industries.
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โข Introduction to Text Clustering
โข Data Preprocessing for Text Clustering
โข Text Vectorization Techniques
โข Distance Measures and Linkage Criteria for Hierarchical Clustering
โข Partitioning Methods in Text Clustering
โข Density-Based Text Clustering
โข Evaluation Metrics for Clustering Performance
โข Case Studies in Applied Text Clustering
โข Advanced Topics in Text Clustering: Deep Learning and Word Embeddings
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