Professional Certificate in Text Clustering and Analytics
-- ViewingNowThe Professional Certificate in Text Clustering and Analytics is a comprehensive course designed to equip learners with essential skills in text data analysis. This program emphasizes the importance of organizing, interpreting, and deriving valuable insights from large-scale text data, a skill highly sought after in various industries.
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โข Introduction to Text Clustering and Analytics
โข Data Preprocessing for Text Analytics
โข Natural Language Processing (NLP) Techniques
โข Text Vectorization: Bag of Words, TF-IDF, Word2Vec
โข Unsupervised Learning Algorithms for Text Clustering
โข Hierarchical Clustering and Dendrograms
โข K-means Clustering and its Variants
โข Evaluation Metrics for Text Clustering
โข Text Clustering Use Cases and Applications
โข Text Analytics Tools and Libraries
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- NotAccreditedRecognized
- NotRegulatedAuthorized
- ComplementaryFormalQualifications
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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