Natural Language Processing using R Pocket Primer / / Oswald Campesato.
This book is for developers who are looking for an overview of basic concepts in Natural Language Processing using R. It casts a wide net of techniques to help developers who have a range of technical backgrounds. Numerous code samples and listings are included to support myriad topics. The final ch...
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Place / Publishing House: | Dulles, VA : : Mercury Learning and Information, , [2022] ©2022 |
Year of Publication: | 2022 |
Language: | English |
Series: | Pocket Primer
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Online Access: | |
Physical Description: | 1 online resource (246 p.) |
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Other title: | Frontmatter -- Contents -- Preface -- Chapter 1: Introduction to R -- Chapter 2: Loops, Conditional Logic, and Dataframes -- Chapter 3: Working with Functions in R -- Chapter 4: NLP Concepts (I) -- Chapter 5: NLP Concepts (II) -- Chapter 6: NLP in R -- Chapter 7: Transformer, BERT, and GPT -- Appendix: Intro to Probability and Statistics -- Index |
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Summary: | This book is for developers who are looking for an overview of basic concepts in Natural Language Processing using R. It casts a wide net of techniques to help developers who have a range of technical backgrounds. Numerous code samples and listings are included to support myriad topics. The final chapter presents the Transformer Architecture, BERT-based models, and the GPT family of models, all of which were developed during the past three years. Companion files with source code and figures are included and available for downloading by emailing the publisher at info@merclearning.com with proof of purchase. FEATURES:Covers extensive topics related to natural language processing using RFeatures companion files with source code and figures from the book |
Format: | Mode of access: Internet via World Wide Web. |
ISBN: | 9781683927297 |
Access: | restricted access |
Hierarchical level: | Monograph |
Statement of Responsibility: | Oswald Campesato. |