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Natural Language Processing

563 learners

Advanced Modeling for Text Classification

Explore advanced text classification techniques, including ensemble methods and deep learning, to enhance model performance using Python and TensorFlow.

NLTK

Scikit-learn

TensorFlow

See path

6 lessons

30 practices

6 hours

Machine Learning Modeling for NLP

Course details

Ensemble Methods in NLP: Mastering Bagging for Text Classification

Preview

Exploring the Last Documents and Categories

Finding Documents with Specific Category Count

Implement Bagging Classifier and Evaluate Model Performance

Bagging Classifier with Different Parameters Evaluation

Text Classification Using Bagging Classifier

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