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Natural Language Processing (NLP)

Named Entity Recognition

Explore the intricacies of identifying entities within text using NLP techniques.
Goal:
Learn how entities are identified in text.
3Lessons
6Micro-lessons
IntermediateDifficulty
Lesson 1

Understanding Contextual Entities

Delve into how context affects entity recognition.
Start2 Micro-lessons

Micro lesson 1
Contextual Influence
Micro lesson 2
Entity Types and Context
Lesson 2

Handling Ambiguity in Text

Learn strategies to manage ambiguous entities.
Start2 Micro-lessons

Micro lesson 1
Resolving Ambiguity
Micro lesson 2
Ambiguity in Similar Entities
Lesson 3

Improving Recognition Accuracy

Techniques to enhance the precision of entity recognition.
Start2 Micro-lessons

Micro lesson 1
Precision Techniques
Micro lesson 2
Error Analysis