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Natural Language Processing (NLP)

Tokenization

Learn the process of breaking down text into meaningful units called tokens.
Goal:
Learn how text is broken into meaningful units.
3Lessons
6Micro-lessons
BeginnerDifficulty
Lesson 1

Introduction to Tokenization

Understand the basics of tokenization and its importance in NLP.
Start2 Micro-lessons

Micro lesson 1
What is Tokenization?
Micro lesson 2
Importance of Tokenization
Lesson 2

Types of Tokenization

Explore different methods of tokenization and their applications.
Start2 Micro-lessons

Micro lesson 1
Word Tokenization
Micro lesson 2
Subword Tokenization
Lesson 3

Challenges in Tokenization

Learn about the common challenges faced during tokenization and how to overcome them.
Start2 Micro-lessons

Micro lesson 1
Ambiguity in Tokenization
Micro lesson 2
Handling Tokenization Errors