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Tokenization in NLP: From Basics to Advanced Techniques

Tokenization in NLP: From Basics to Advanced Techniques

Data Science Dojo via YouTube Direct link

Introduction

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Introduction

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Tokenization in NLP: From Basics to Advanced Techniques

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  1. 1 Introduction
  2. 2 Understanding Word Embeddings
  3. 3 Tokenizing Text
  4. 4 Converting Tokens into Token IDs
  5. 5 Adding Special Context Tokens
  6. 6 BytePair Encoding
  7. 7 Data Sampling with a Sliding Window
  8. 8 Creating Token Embeddings
  9. 9 Encoding Word Positions
  10. 10 Positional Encoding

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