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