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It's Your Data, Master It.
Scikit-Learn for Natural Language Processing
Overview
Skills Needed
Learn to apply Scikit-Learn for natural language processing tasks. Explore text classification, sentiment analysis, and feature extraction with Scikit-Learn.
Basic understanding of natural language processing concepts
Proficiency in Scikit-Learn basics
Outline
Text Preprocessing with Scikit-Learn
Text Vectorization Techniques
Text Classification Algorithms
Sentiment Analysis with Scikit-Learn
Topic Modeling
Named Entity Recognition (NER)
Document Similarity Analysis
Text Summarization Techniques
Handling Imbalanced Text Datasets
Best Practices for NLP with Scikit-Learn
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