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It's Your Data, Master It.
NLTK for Information Extraction
Overview
Skills Needed
Learn to extract structured information from text data with NLTK. Explore techniques for entity recognition, relation extraction, and information extraction tasks with NLTK.
Basic knowledge of natural language processing concepts
Familiarity with text mining techniques
Outline
Introduction to Information Extraction
Named Entity Recognition with NLTK
Relation Extraction Techniques
Event Extraction from Text
Temporal Information Extraction
Coreference Resolution
Information Extraction from Unstructured Text
Extracting Knowledge Graphs from Text
Text-to-Database Integration
Best Practices for Information Extraction with NLTK
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