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.