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CodeSignal

Advanced Modeling for Text Classification

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Overview

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

Syllabus

  • Lesson 1: Ensemble Methods in NLP: Mastering Bagging for Text Classification
  • Lesson 2: Ensemble Methods in NLP: Mastering the Voting Classifier
  • Lesson 3: Boosting Text Classification Power with Gradient Boosting Classifier
  • Lesson 4: Text Preprocessing for Deep Learning with TensorFlow
  • Lesson 5: Understanding and Building Neural Networks for Text Classification
  • Lesson 6: Mastering Text Classification with Simple RNNs in TensorFlow

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