Global Certificate in Text Clustering for E-commerce
-- ViewingNowThe Global Certificate in Text Clustering for E-commerce is a comprehensive course designed to equip learners with essential skills in text clustering for the e-commerce industry. This course emphasizes the importance of text clustering in organizing and analyzing large volumes of data to improve business intelligence and customer experience.
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โข Introduction to Text Clustering
โข Natural Language Processing (NLP) Techniques for Text Analysis
โข Data Preprocessing for Text Clustering
โข Text Vectorization Techniques: Bag of Words, TF-IDF
โข Clustering Algorithms: K-means, Hierarchical Clustering, DBSCAN
โข Evaluation Metrics for Text Clustering
โข Text Clustering for E-commerce: Product Categorization, Sentiment Analysis
โข Machine Learning Libraries for Text Clustering: Scikit-learn, NLTK, SpaCy
โข Real-world Applications and Case Studies of Text Clustering in E-commerce
โข Best Practices and Challenges in Text Clustering for E-commerce
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