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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
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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
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