Natural Language Processing in the Real World

Natural Language Processing in the Real World

Text Processing, Analytics, and Classification

Singh, Jyotika

Taylor & Francis Ltd

08/2025

360

Mole

Inglês

9781032207032

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Table of Contents:

List of Figures

List of Tables

Contributors

Preface

Acknowledgements

Chapter 1: NLP Basics

Chapter 2: Data Sources and Extraction

Chapter 3: Data Preprocessing and Transformation

Chapter 4: Data Modeling

Chapter 5: NLP Applications - Active Usage

Chapter 6: NLP Applications - Developing Usage

Chapter 7: Information Extraction and Text Transforming Models

Chapter 8: Text Categorisation and Affinities

Chapter 9: Chatbots

Chapter 10: Customer Review Analysis

Chapter 11: Recommendations and Predictions

Chapter 12: More Real-World Scenarios and Tips

Bibliography
Index
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data extraction;deep learning;machine learning;data science;NLP;NLP Technique;Keyphrase Extraction;Natural Language Processing;Fine Tuning Models;Enterprise Setting;Open Source Software Library;Open Source;Open Source Models;Pre-trained Model;CSV.;Pip Install;Remove Stop Words;NLP Application;Sentiment Analysis;LDA;Data Augmentation Techniques;Word Embeddings;NLP Task;Data Augmentation;NER;Cosine Distance;Machine Translation;Hyperparameter Tuning;CSV File;Twitter API