Instructor Notes

FIXME

Introduction to Natural Language Processing

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Corpus Development- Text Data Collection

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Preparing and Preprocessing Your Data

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Vector Space and Distance

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Document Embeddings and TF-IDF

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Latent Semantic Analysis

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Intro to Word Embeddings

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The Word2Vec Algorithm

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Training Word2Vec

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Finetuning LLMs

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Ethics and Text Analysis

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