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Natural Language Processing Fundamentals for Developers

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

CompanionFIles.zip

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 shows you various details of managing data that are relevant for NLP. The next pair of chapters contain NLP concepts, followed by another pair of chapters with Python code samples to illustrate those NLP concepts. Chapter 6 explores applications, e.g.

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...

Format

Natural Language Processing Fundamentals for Developers

Oswald Campesato

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