Campesato, Oswald

Natural Language Processing Using R: Pocket Primer

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ISBN 13:
9781683927303
author:
Campesato, Oswald
format:
Paperback
publisher:
Mercury Learning & Information
language:
English
Publication Year:
2022
Pages:
300
Dimensions:
22.6 x 15.2 x 1.3 centimetres (0
Genre:
Computers, Programming, General,
Condition:
New
Availability:
Item usually sent within 10 working days
£27.15

Description

Natural Language Processing Using R Pocket Primer by Oswald Campesato Master NLP with R using practical techniques and tools, featuring in-depth coverage of modern NLP models and libraries. This comprehensive guide covers the basics of Natural Language Processing (NLP) concepts and techniques using R, including practical examples with popular NLP libraries. The book delves into real-world applications such as sentiment analysis, recommender systems, COVID-19 analysis, spam detection, and chatbots, providing context and demonstrating how NLP techniques can be applied to solve common problems. Advanced topics are also covered, including the Transformer architecture, BERT-based models, and the GPT family. With companion files offering additional resources, including Python code samples on regular expressions and probability/statistical concepts, this book provides a well-rounded understanding of NLP techniques and applications.

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