Masterclass Certificate in Natural Language Processing: Text Analysis Techniques
-- ViewingNowThe Masterclass Certificate in Natural Language Processing (NLP): Text Analysis Techniques is a comprehensive course that equips learners with essential skills in NLP. This field is crucial in today's data-driven world, with applications in search engines, virtual assistants, and sentiment analysis tools.
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โข Unit 1: Introduction to Natural Language Processing (NLP)
โข Unit 2: Text Preprocessing Techniques
โข Unit 3: Tokenization and Stop Word Removal
โข Unit 4: Stemming and Lemmatization
โข Unit 5: Part-of-Speech (POS) Tagging and Named Entity Recognition (NER)
โข Unit 6: Dependency Parsing and Constituency Parsing
โข Unit 7: Sentiment Analysis and Opinion Mining
โข Unit 8: Topic Modeling and Latent Dirichlet Allocation (LDA)
โข Unit 9: Text Classification and Naive Bayes Classifier
โข Unit 10: Deep Learning Techniques for NLP
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