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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

Overview of Text ClassificationNaive Bayes ClassifierSupport Vector MachinesDecision TreesNeural Networks for ClassificationEvaluation Metrics for ClassificationMulti-class vs. Multi-label ClassificationFeature Engineering for ClassificationReal-world Applications of Text ClassificationChallenges in Text Classification

8Named Entity Recognition

9Language Modeling

10Text Generation

11Dialogue Systems and Chatbots

Courses/Natural Language Processing/Text Classification

Text Classification

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Methods and algorithms for classifying textual data into predefined categories.

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Decision Trees

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