Natural Language Processing in the Real World: Text Processing, Analytics, and Classification

Natural Language Processing in the Real World is a practical guide for applying data science and machine learning to build NLP solutions in the real world, covering basic concepts, applications, and techniques across 15 industry verticals.

Format: Hardback
Length: 360 pages
Publication date: 03 July 2023
Publisher: Taylor & Francis Ltd

Natural Language Processing (NLP) in the Real World is a comprehensive guide for leveraging data science and machine learning to develop practical solutions for NLP. Unlike traditional academic approaches that often rely on predefined datasets, this book takes a real-world perspective, where existing datasets may be limited or nonexistent. It encompasses the fundamental concepts of NLP and text processing, exploring their applications across a diverse range of 15 industry verticals. From sourcing and extracting data to transforming and modeling it, and from classic Machine Learning to advanced Deep Learning and Transformers, this book delves into numerous popular NLP applications and showcases their implementation. Whether you are a computer science student seeking to expand your knowledge or a professional involved in large-scale industrial projects, this book offers a hands-on and holistic approach to building NLP solutions.

Weight: 850g
Dimension: 182 x 261 x 27 (mm)
ISBN-13: 9781032195339