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Natural Language Processing in JavaScript with Natural

Natural Language Processing in JavaScript with Natural
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In this course we�ll work through Natural�s API for natural language processing in JavaScript. We�ll look at how to process text: learning how to break up language strings, find the word roots, work with inflectors, find sequences of words, and tag parts of speech. We�ll learn how to find important stats about a body of text: how to compare strings, how to classify text with machine learning, how to use the tf-idf tool to find relevant words. We�ll look at some of the extra tools Natural gives us, including the dictionary/thesaurus of WordNet, a phonetics comparer that lets us see if two words sound the same, and a spellcheck feature. We�ll also look at tries and digraphs, two data structures that help us better analyze bodies of text.

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