Professional Certificate in Text Clustering for Experts
-- ViewingNowThe Professional Certificate in Text Clustering for Experts is a comprehensive course designed for individuals seeking to enhance their expertise in data analysis and machine learning. This certificate course focuses on text clustering, a critical skill in the industry, which involves grouping similar text data together to derive meaningful insights.
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โข Unit 1: Introduction to Text Clustering
โข Unit 2: Natural Language Processing (NLP) Techniques
โข Unit 3: Data Preprocessing for Text Clustering
โข Unit 4: Text Vectorization and Dimensionality Reduction
โข Unit 5: Distance Metrics and Similarity Measures
โข Unit 6: Hierarchical Clustering Algorithms
โข Unit 7: Partitioning Clustering Algorithms
โข Unit 8: Density-Based Clustering Algorithms
โข Unit 9: Evaluation Metrics for Text Clustering
โข Unit 10: Advanced Text Clustering Techniques and Applications
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