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Introduction to Natural Language Processing

This course provides an overview of natural language processing (NLP) and its applications in areas like speech recognition, sentiment analysis, and language translation. The course is designed for educated undergraduates who have no prior knowledge of the subject.

10 Units

Unit 1

What is Natural Language Processing?

Unit 2

History of Natural Language Processing

Unit 3

Types of Natural Language Processing

Unit 4

NLP Applications in Speech Recognition

Unit 5

NLP Applications in Sentiment Analysis

Unit 6

NLP Applications in Language Translation

Unit 7

NLP Techniques: Tokenization

Unit 8

NLP Techniques: Part of Speech Tagging

Unit 9

NLP Techniques: Named Entity Recognition

Unit 10

Challenges in Natural Language Processing

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