Certificate in Natural Language Processing for Data Science
-- ViewingNowThe Certificate in Natural Language Processing (NLP) for Data Science is a comprehensive course that equips learners with essential skills in NLP, a crucial subset of artificial intelligence. This course emphasizes the importance of NLP in data science, highlighting its role in enabling machines to understand, interpret, and generate human language.
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โข Introduction to Natural Language Processing (NLP)
โข Text Preprocessing Techniques
โข Tokenization and Stop Word Removal
โข Stemming and Lemmatization
โข Part-of-Speech Tagging
โข Named Entity Recognition (NER)
โข Sentiment Analysis and Text Classification
โข Dependency Parsing and Constituency Parsing
โข Topic Modeling and Latent Dirichlet Allocation (LDA)
โข Word Embeddings and Word2Vec
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