Global Certificate in Natural Language Processing Innovations
-- ViewingNowThe Global Certificate in Natural Language Processing (NLP) Innovations is a comprehensive course designed to empower learners with essential skills in NLP. This certification is crucial in today's digital age, where businesses increasingly rely on AI and machine learning to analyze and interpret vast amounts of data.
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⢠Introduction to Natural Language Processing (NLP) – definitions, history, and applications
⢠Text Preprocessing – tokenization, stemming, lemmatization, stopword removal
⢠Part-of-Speech Tagging – identifying word categories in context
⢠Named Entity Recognition – extracting named entities from text
⢠Sentiment Analysis – determining subjective opinions from text
⢠Dependency Parsing – understanding grammatical structure and relationships
⢠Machine Translation – automatic translation between languages
⢠Question Answering – extracting answers from text
⢠Topic Modeling – discovering hidden thematic structures in text collections
⢠Ethics in NLP – responsible use and potential impacts of NLP technologies
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