Natural Language Processing with Python Quick Start Guide
NLPinPythonisamongthemostsoughtafterskillsamongdatascientists.Withcodeandrelevantcasestudies,thisbookwillshowhowyoucanuseindustry-gradetoolstoimplementNLPprogramscapableoflearningfromrelevantdata.WewillexploremanymodernmethodsrangingfromspaCytowordvectorsthathavereinventedNLP.ThebooktakesyoufromthebasicsofNLPtobuildingtextprocessingapplications.Westartwithanintroductiontothebasicvocabularyalongwithawork?owforbuildingNLPapplications.Weuseindustry-gradeNLPtoolsforcleaningandpre-processingtext,automaticquestionandanswergenerationusinglinguistics,textembedding,textclassifier,andbuildingachatbot.Witheachproject,youwilllearnanewconceptofNLP.Youwilllearnaboutentityrecognition,partofspeechtagginganddependencyparsingforQandA.Weusetextembeddingforbothclusteringdocumentsandmakingchatbots,andthenbuildclassifiersusingscikit-learn.WeconcludebydeployingthesemodelsasRESTAPIswithFlask.Bytheend,youwillbeconfidentbuildingNLPapplications,andknowexactlywhattolookforwhenapproachingnewchallenges.
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