{"product_id":"python-3-text-processing-with-jacob-perkins-9781782167853","title":"Python 3 Text Processing with NLTK 3 Cookbook: Over 80 practical recipes on natural language processing techniques using Python's NLTK 3.0","description":"\u003cp\u003e\u003cb\u003eOver 80 practical recipes on natural language processing techniques using Python's NLTK 3.0\u003c\/b\u003e\u003c\/p\u003e About This Book \u003cul\u003e \u003cli\u003eBreak text down into its component parts for spelling correction, feature extraction, and phrase transformation\u003c\/li\u003e \u003cli\u003eLearn how to do custom sentiment analysis and named entity recognition\u003c\/li\u003e \u003cli\u003eWork through the natural language processing concepts with simple and easy-to-follow programming recipes\u003c\/li\u003e \u003c\/ul\u003e In Detail \u003cp\u003eThis book will show you the essential techniques of text and language processing. Starting with tokenization, stemming, and the WordNet dictionary, you'll progress to part-of-speech tagging, phrase chunking, and named entity recognition. You'll learn how various text corpora are organized, as well as how to create your own custom corpus. Then, you'll move onto text classification with a focus on sentiment analysis. And because NLP can be computationally expensive on large bodies of text, you'll try a few methods for distributed text processing. Finally, you'll be introduced to a number of other small but complementary Python libraries for text analysis, cleaning, and parsing.\u003c\/p\u003e \u003cp\u003eThis cookbook provides simple, straightforward examples so you can quickly learn text processing with Python and NLTK.\u003c\/p\u003e What You Will Learn \u003cul\u003e \u003cli\u003eTokenize text into sentences, and sentences into words\u003c\/li\u003e \u003cli\u003eLook up words in the WordNet dictionary\u003c\/li\u003e \u003cli\u003eApply spelling correction and word replacement\u003c\/li\u003e \u003cli\u003eAccess the built-in text corpora and create your own custom corpus\u003c\/li\u003e \u003cli\u003eTag words with parts of speech\u003c\/li\u003e \u003cli\u003eChunk phrases and recognize named entities\u003c\/li\u003e \u003cli\u003eGrammatically transform phrases and chunks\u003c\/li\u003e \u003cli\u003eClassify text and perform sentiment analysis\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jacob Perkins\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1782167854\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781782167853\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/26\/2014\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 304\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.16lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.64d","brand":"Jacob Perkins","offers":[{"title":"Paperback","offer_id":44202098852095,"sku":"9781782167853","price":48.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_655483d7-d792-4bd7-80bb-8cd2f37a2f3e.jpg?v=1691493198","url":"https:\/\/www.whiterainbookhouse.com\/products\/python-3-text-processing-with-jacob-perkins-9781782167853","provider":"WR Book House","version":"1.0","type":"link"}