Hands-On Python Natural Language Processing by Aman Kedia, Mayank Rasu

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Hands-On Python Natural Language Processing

Author : Aman Kedia, Mayank Rasu

Publisher : Packt Publishing Ltd

Published : 2020-06-26

ISBN-10 : 1838982582

ISBN-13 : 9781838982584

Number of Pages : 316 Pages

Language : en

Descriptions Hands-On Python Natural Language Processing

Get well-versed with traditional as well as modern natural language processing concepts and techniquesKey FeaturesPerform various NLP tasks to build linguistic applications using Python librariesUnderstand, analyze, and generate text to provide accurate resultsInterpret human language using various NLP concepts, methodologies, and toolsBook DescriptionNatural Language Processing (NLP) is the subfield in computational linguistics that enables computers to understand, process, and analyze text. This book caters to the unmet demand for hands-on training of NLP concepts and provides exposure to real-world applications along with a solid theoretical grounding.This book starts by introducing you to the field of NLP and its applications, along with the modern Python libraries that you'll use to build your NLP-powered apps. With the help of practical examples, you’ll learn how to build reasonably sophisticated NLP applications, and cover various methodologies and challenges in deploying NLP applications in the real world. You'll cover key NLP tasks such as text classification, semantic embedding, sentiment analysis, machine translation, and developing a chatbot using machine learning and deep learning techniques. The book will also help you discover how machine learning techniques play a vital role in making your linguistic apps smart. Every chapter is accompanied by examples of real-world applications to help you build impressive NLP applications of your own.By the end of this NLP book, you’ll be able to work with language data, use machine learning to identify patterns in text, and get acquainted with the advancements in NLP.What you will learnUnderstand how NLP powers modern applicationsExplore key NLP techniques to build your natural language vocabularyTransform text data into mathematical data structures and learn how to improve text mining modelsDiscover how various neural network architectures work with natural language dataGet the hang of building sophisticated text processing models using machine learning and deep learningCheck out state-of-the-art architectures that have revolutionized research in the NLP domainWho this book is forThis NLP Python book is for anyone looking to learn NLP’s theoretical and practical aspects alike. It starts with the basics and gradually covers advanced concepts to make it easy to follow for readers with varying levels of NLP proficiency. This comprehensive guide will help you develop a thorough understanding of the NLP methodologies for building linguistic applications; however, working knowledge of Python programming language and high school level mathematics is expected.

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Results Hands-On Python Natural Language Processing

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Hands-On Python Natural Language Processing - O'Reilly Online Learning - Natural Language Processing (NLP) is the subfield in computational linguistics that enables computers to understand, process, and analyze text. This book caters to the unmet demand for hands-on training of NLP concepts and provides exposure to real-world applications along with a solid theoretical grounding. This book starts by introducing you

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Hands-On Natural Language Processing with Python | Packt - Natural language processing ( NLP) is the field of understanding human language using computers. It involves the analysis and of large volumes of natural language data using computers to glean meaning and value for consumption in real-world applications. While NLP has been around since the 1950s, there has been tremendous growth in practical

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PacktPublishing/Hands-On-Natural-Language-Processing-with-Python - Github - Hands-On Natural Language Processing with Python. This is the code repository for Hands-On Natural Language Processing with Python, published by Packt.. A practical guide to applying deep learning architectures to your NLP applications

Preface | Hands-On Python Natural Language Processing - Packt - Preface. This book provides a blend of both the theoretical and practical aspects of Natural Language Processing ( NLP ). It covers the concepts essential to develop a thorough understanding of NLP and also delves into a detailed discussion on NLP-based use cases such as language translation, sentiment analysis, chatbots, and many more

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Hands-On Python Natural Language Processing - Packt - Natural Language Processing (NLP) is the subfield in computational linguistics that enables computers to understand, process, and analyze text. This book caters to the unmet demand for hands-on training of NLP concepts and provides exposure to real-world applications along with a solid theoretical grounding

Hands-On Python Natural Language Processing - Google Books - Get well-versed with traditional as well as modern natural language processing concepts and techniquesKey FeaturesPerform various NLP tasks to build linguistic applications using Python librariesUnderstand, analyze, and generate text to provide accurate resultsInterpret human language using various NLP concepts, methodologies, and toolsBook DescriptionNatural Language Processing (NLP) is the

Hands-On Natural Language Processing with Python - Hands-On Natural Language Processing with Python teaches you how to leverage deep learning models for performing various NLP tasks, along with best practices in dealing with today's NLP challenges. To begin with, you will understand the core concepts of NLP and deep learning, such as Convolutional Neural Networks (CNNs), recurrent neural

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Hands-On Python Natural Language Processing - InterPlanetary File System - Hands-On Python Natural Language Processing Explore tools and techniques to analyze and process text with a view to building real-world NLP applications Aman Kedia ... the-art problems in Natural Language Processing (NLP), encompassing resume matching and digital assistants, among others. He has worked at Oracle and SAP, trying to solve

Hands-On Python Natural Language Processing - - WebCitation styles for Hands-On Python Natural Language Processing How to cite Hands-On Python Natural Language Processing for your reference list or bibliography: select your …

Hands-On Natural Language Processing with Python - WebFoster your NLP applications with the help of deep learning, NLTK, and TensorFlowKey FeaturesWeave neural networks into linguistic applications across various …

Hands-On Python Natural Language Processing - Google Books -

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Natural Language Processing (NLP) with Python — Tutorial - Web · Exploring Features of NLTK: a. Open the text file for processing: First, we are going to open and read the file which we want to analyze. Figure 11: Small code …

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Hands-On Python Natural Language Processing - GitHub -

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Natural Language Processing With Python's NLTK Package - WebNatural language processing (NLP) is a field that focuses on making natural human language usable by computer , or Natural Language Toolkit, is a …