Natural Language Processing Fundamentals for Developers / / Oswald Campesato.
This book is for developers who are looking for an overview of basic concepts in Natural Language Processing. 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 first chapter sh...
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| Place / Publishing House: | Dulles, VA : : Mercury Learning and Information, , [2021] ©2021 |
| Year of Publication: | 2021 |
| Language: | English |
| Online Access: | |
| Physical Description: | 1 online resource (364 p.) |
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Table of Contents:
- Frontmatter
- Contents
- Preface
- Chapter 1: Working with Data
- Chapter 2: NLP Concepts (I)
- Chapter 3: NLP Concepts (II)
- Chapter 4: Algorithms and Toolkits (I)
- Chapter 5: Algorithms and Toolkits (II)
- Chapter 6: NLP Applications
- Chapter 7: Transformer, BERT, and GPT
- Appendix A: Introduction to Regular Expressions
- Appendix B: Introduction to Probability and Statistics
- Index