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Natural Language Processing in the Real-World

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

・ISBN 978-1-032-19533-9 2023 hard GB£ 83.99

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・ISBN 978-1-032-20703-2 2025 paper GB£ 55.99

¥17,737.- (税込) (※)価格はご注文時の参考価格となります。
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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-003-26477-4

著者・編者Singh, Jyotika,
シリーズChapman & Hall/CRC Data Science Series
出版社(Chapman & Hall / CRC, US)
ページ数360 pp.
言語ENG
ニュース番号<695-2206>

解説

Natural Language Processing in the Real World is a practical guide for applying data science and machine learning to build Natural Language Processing (NLP) solutions. Where traditional, academic-taught NLP is often accompanied by a data source or dataset to aid solution building, this book is situated in the real world where there may not be an existing rich dataset.

This book covers the basic concepts behind NLP and text processing and discusses the applications across 15 industry verticals. From data sources and extraction to transformation and modelling, and classic Machine Learning to Deep Learning and Transformers, several popular applications of NLP are discussed and implemented.

This book provides a hands-on and holistic guide for anyone looking to build NLP solutions, from students of Computer Science to those involved in large-scale industrial projects.