Pocket Primer
eBook - ePub

Pocket Primer

  1. 246 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Pocket Primer

Book details
Table of contents
Citations

About This Book

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 [email protected] with proof of purchase. FEATURES:

  • Covers extensive topics related to natural language processing using R
  • Features companion files with source code and figures from the book

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Table of contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Dedication
  5. Contents
  6. Preface
  7. Chapter 1: Introduction to R
  8. Chapter 2: Loops, Conditional Logic, and Dataframes
  9. Chapter 3: Working with Functions in R
  10. Chapter 4: NLP Concepts (I)
  11. Chapter 5: NLP Concepts (II)
  12. Chapter 6: NLP in R
  13. Chapter 7: Transformer, BERT, and GPT
  14. Appendix: Intro to Probability and Statistics
  15. Index