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

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6 lessons

30 practices

Less than 6 hours

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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Advanced Modeling for Text Classification

Course details

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community

Advanced Modeling for Text Classification

Course details

Unit 15 practices57 min

Unit 25 practices57 min

Unit 35 practices57 min

Unit 45 practices57 min

Unit 55 practices57 min

Unit 65 practices57 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community