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Vyučující
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Bond Francis Charles, Ph.D.
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Obsah předmětu
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* Why do NLP? Why Python? Getting Started with NLTK * Language Processing and Python: Lists and Word Frequencies * Language Processing and Python: Strings and Control * NLTK Text Corpora and Conditional Frequencies * Lexical Resources and WordNet * Processing Raw Text * Regular Expressions * Mid-review: Writing Structured Programs * Bi-grams, n-grams and collocations * Part of Speech Tagging * Classification
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Studijní aktivity a metody výuky
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nespecifikováno
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Výstupy z učení
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Traditionally linguistic analysis was done largely by hand, but computer-based methods and tools are becoming increasingly widely used in contemporary research. This course provides an introduction to skills and resources that can assist the linguist in performing fast, flexible, and accurate quantitative analyses. Students will learn a programming language (Python) along with techniques for processing human language data. No previous programming experience is required: we will teach you the basics of programming and computational linguistics along with some good software engineering practices.
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Předpoklady
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nespecifikováno
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Hodnoticí metody a kritéria
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nespecifikováno
active participation in class, three projects the final project is an in-person group programming challenge.
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Doporučená literatura
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