Natural Language Processing Fundamentals
IfNLPhasn'tbeenyourforte,NaturalLanguageProcessingFundamentalswillmakesureyousetofftoasteadystart.ThiscomprehensiveguidewillshowyouhowtoeffectivelyusePythonlibrariesandNLPconceptstosolvevariousproblems.You'llbeintroducedtonaturallanguageprocessinganditsapplicationsthroughexamplesandexercises.Thiswillbefollowedbyanintroductiontotheinitialstagesofsolvingaproblem,whichincludesproblemdefinition,gettingtextdata,andpreparingitformodeling.Withexposuretoconceptslikeadvancednaturallanguageprocessingalgorithmsandvisualizationtechniques,you'lllearnhowtocreateapplicationsthatcanextractinformationfromunstructureddataandpresentitasimpactfulvisuals.AlthoughyouwillcontinuetolearnNLP-basedtechniques,thefocuswillgraduallyshifttodevelopingusefulapplications.Inthesesections,you'llunderstandhowtoapplyNLPtechniquestoanswerquestionsascanbeusedinchatbots.Bytheendofthisbook,you'llbeabletoaccomplishavariedrangeofassignmentsrangingfromidentifyingthemostsuitabletypeofNLPtaskforsolvingaproblemtousingatoollikespacyorgensimforperformingsentimentanalysis.Thebookwilleasilyequipyouwiththeknowledgeyouneedtobuildapplicationsthatinterprethumanlanguage.
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