Certificate in Text Clustering: Key Principles
-- ViewingNowThe Certificate in Text Clustering: Key Principles is a comprehensive course that equips learners with essential skills in text analysis and organization. This program emphasizes the importance of unsupervised learning, a critical aspect of data science and machine learning.
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โข Text Clustering Fundamentals
โข Data Preprocessing for Text Clustering
โข Distance Metrics and Similarity Measures
โข Text Vectorization Techniques
โข Clustering Algorithms: K-means, DBSCAN, Hierarchical Clustering
โข Evaluation Metrics for Text Clustering
โข Advanced Text Clustering: Topic Modeling and Graph-based Methods
โข Practical Implementations and Applications of Text Clustering
โข Text Clustering Tools and Libraries
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