Undergraduate Certificate in Natural Language Processing for Educators
-- ViewingNowThe Undergraduate Certificate in Natural Language Processing (NLP) for Educators is a compact and career-oriented course, designed to equip educators with essential skills in NLP. This program highlights the importance of NLP in our increasingly data-driven world and growing demand for NLP expertise across industries.
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โข Introduction to Natural Language Processing (NLP)
โข Tokenization and Text Preprocessing
โข Part-of-Speech Tagging and Named Entity Recognition
โข Sentiment Analysis and Opinion Mining
โข Dependency Parsing and Syntax Analysis
โข Machine Learning for NLP: Supervised and Unsupervised Approaches
โข Deep Learning for NLP: Word Embeddings, RNNs, and Transformers
โข Question Answering and Text Generation
โข Evaluation Metrics for NLP Tasks
โข Ethical Considerations in NLP and AI
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