Certificate in Text Clustering Demystified
-- ViewingNowThe Certificate in Text Clustering Demystified 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 is crucial for professionals working in data science, machine learning, and artificial intelligence, where text clustering is increasingly being used to analyze and make sense of large volumes of text data.
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โข Introduction to Text Clustering
โข Data Preprocessing for Text Clustering
โข Distance Metrics for Text Analysis
โข Text Vectorization Techniques
โข Clustering Algorithms: K-means, DBSCAN, and Hierarchical Clustering
โข Evaluation Metrics for Text Clustering
โข Advanced Text Clustering Techniques: Correlation Clustering and Spectral Clustering
โข Cluster Ensemble Methods in Text Clustering
โข Text Clustering Use Cases and Real-World Applications
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