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Natural Language Processing

Chapters

1Introduction to Natural Language Processing

2Fundamentals of Linguistics for NLP

3Text Preprocessing Techniques

4Vectorization of Text Data

5Machine Learning Basics for NLP

6Sentiment Analysis

7Text Classification

8Named Entity Recognition

Introduction to NER NER Approaches Rule-based NER Machine Learning-based NER Deep Learning for NER Evaluating NER Systems Challenges in NER Applications of NER NER in Different Languages Future of NER

9Language Modeling

10Text Generation

11Dialogue Systems and Chatbots

Courses/Natural Language Processing/Named Entity Recognition

Named Entity Recognition

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Identifying and classifying named entities in text.

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Future of NER

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