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LINGUIST 280

From Languages to Information (CS 124, LINGUIST 180)

  • winter
  • 2019-2020

3 - 4 units

Letter or Credit/No Credit

Extracting meaning, information, and structure from human language text, speech, web pages, social networks. Introducing methods (string algorithms, edit distance, language modeling, machine learning classifiers, neural embeddings, inverted indices, collaborative filtering, PageRank), applications (chatbots, sentiment analysis, information retrieval, question answering, text classification, social networks, recommender systems), and ethical issues in both. Prerequisites: CS103, CS107, CS109.

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