BSDA5005 · Knowledge Base
Nlp Notes
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Concepts
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Facts
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Procedures
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179 - NLP Introduction & Text Preprocessing
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180 - Word Embeddings- Word2Vec, GloVe, and FastText
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181 - Part-of-Speech Tagging with HMM & Viterbi
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182 - Named Entity Recognition with Sequence Labeling
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183 - Text Classification with TF-IDF and Deep Learning
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184 - Sequence-to-Sequence Models with Attention
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185 - NLP Evaluation- BLEU, ROUGE, Perplexity
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