Natural Language Processing with Python and spaCy

A Practical Introduction

Häftad, Engelska, 2020

390 kr

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Beskrivning

Smart Natural Language Processing with Python is an introduction to natural language processing (NLP). The book uses spaCy, a leading Python library for NLP, to guide readers through common NLP tasks related to generating and understanding human language with code. It addresses problems like understanding a user's intent, continuing a conversation with a human, and using syntactic dependencies. It also teaches you how to connect an NLP script to a messaging app, store user data in a database to fill in a form, and customise your own statistical models to improve text processing.

Produktinformation

Utgivningsdatum:2020-05-12
Mått:175 x 234 x 18 mm
Vikt:386 g
Format:Häftad
Språk:Engelska
Antal sidor:216
Förlag:No Starch Press,US
ISBN:9781718500525

Utforska kategorier

Programmeringsböcker inom Data och IT

Mer om författaren

Yuli Vasiliev is a programmer, freelance writer, and consultant who specializes in open source development, Oracle database technologies, and natural language processing.

Recensioner i media

"A good resource for those programmers who want to learn to bridge the gap and write applications that anyone can use just by talking or writing to their machines and have the machine reply back." —Jon Lazar, JustJon

Innehållsförteckning

IntroductionChapter 1: How Natural Language Processing WorksChapter 2: The Text-Processing PipelineChapter 3: Working with Container Objects and Customizing spaCyChapter 4: Extracting and Using Linguistic FeaturesChapter 5: Working with Word VectorsChapter 6: Finding Patterns and Walking Dependency TreesChapter 7: VisualizationsChapter 8: Intent RecognitionChapter 9: Storing User Input in a DatabaseChapter 10: Training ModelsChapter 11: Deploying Your Own ChatbotChapter 12: Implementing Web Data and Processing ImagesLinguistic Primer