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
Online Access:
Physical Description:1 online resource (246 p.)
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Description
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
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.