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Natural Language Processing (NLP)

Lemmatization

Explore the process of reducing words to their base or dictionary form, focusing on lemmatization in NLP.
Goal:
Learn how words are normalized to dictionary form.
3Lessons
6Micro-lessons
IntermediateDifficulty
Lesson 1

Understanding Lemmatization

Delve into the concept of lemmatization and its importance in NLP.
Start2 Micro-lessons

Micro lesson 1
Why Lemmatization Matters
Micro lesson 2
Lemmatization vs. Stemming
Lesson 2

Lemmatization Techniques

Explore different techniques used in lemmatization and their applications.
Start2 Micro-lessons

Micro lesson 1
Rule-Based Lemmatization
Micro lesson 2
Statistical Lemmatization
Lesson 3

Challenges in Lemmatization

Identify common challenges faced during lemmatization and how to overcome them.
Start2 Micro-lessons

Micro lesson 1
Handling Exceptions
Micro lesson 2
Evaluating Lemmatization