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It's Your Data, Master It.
Text Mining and Analysis with NLTK
Overview
Skills Needed
Learn to mine insights from text data with NLTK. Explore text preprocessing techniques, feature extraction methods, and text analysis algorithms with NLTK.
Basic knowledge of natural language processing concepts
Familiarity with Python libraries
Outline
Introduction to Text Mining
Text Preprocessing with NLTK
Feature Extraction Methods
Document Representation
Text Similarity Measures
Topic Extraction
Sentiment Analysis with NLTK
Named Entity Recognition for Text Mining
Text Clustering Techniques
Case Studies in Text Mining with NLTK
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