Global Certificate in Next-Gen Text Mining for Social Media
-- ViewingNowThe Global Certificate in Next-Gen Text Mining for Social Media is a comprehensive course designed to equip learners with essential skills for career advancement in the rapidly evolving field of data analytics. This course focuses on teaching learners how to extract valuable insights from vast amounts of social media data using state-of-the-art text mining techniques.
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โข Unit 1: Introduction to Next-Gen Text Mining for Social Media
โข Unit 2: Natural Language Processing (NLP) Fundamentals
โข Unit 3: Social Media Data Collection Techniques
โข Unit 4: Data Preprocessing for Text Mining
โข Unit 5: Sentiment Analysis in Social Media
โข Unit 6: Topic Modeling and Text Classification
โข Unit 7: Named Entity Recognition and Entity Linking
โข Unit 8: Text Summarization and Generation
โข Unit 9: Ethical Considerations and Bias Mitigation in Text Mining
โข Unit 10: Real-world Applications and Case Studies of Text Mining in Social Media
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