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OverviewAn introduction to natural language processing with Python using spaCy, a leading Python natural language processing library. Smart Natural Language Processing with Python is an introduction to natural language processing (NLP), the task of converting human language into data that a computer can process. 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 customize your own statistical models to improve text processing. This book will give you the foundation you need to build your own chatbots, ticket-ordering apps, text-condensing scripts, and more. Full Product DetailsAuthor: Yuli VasilievPublisher: No Starch Press,US Imprint: No Starch Press,US Weight: 0.368kg ISBN: 9781718500525ISBN 10: 1718500521 Pages: 216 Publication Date: 12 May 2020 Audience: General/trade , General Format: Paperback Publisher's Status: Active Availability: To order  Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us. Table of ContentsIntroduction Chapter 1: How Natural Language Processing Works Chapter 2: The Text-Processing Pipeline Chapter 3: Working with Container Objects and Customizing spaCy Chapter 4: Extracting and Using Linguistic Features Chapter 5: Working with Word Vectors Chapter 6: Finding Patterns and Walking Dependency Trees Chapter 7: Visualizations Chapter 8: Intent Recognition Chapter 9: Storing User Input in a Database Chapter 10: Training Models Chapter 11: Deploying Your Own Chatbot Chapter 12: Implementing Web Data and Processing Images Linguistic PrimerReviewsA 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 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 Author InformationYuli Vasiliev is a programmer, freelance author, and consultant currently specializing in open source development, Oracle database technologies, and more recently natural language processing (NLP). Tab Content 6Author Website:Countries AvailableAll regions |
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