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Codecademy

Learn Text Classification with PyTorch

via Codecademy

Overview

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In this course, you'll learn to build and train text classification models using PyTorch, starting with simple architectures and progressing to deep learning models. You'll fine-tune transformer models like BERT, handle complex classification tasks, and optimize model performance using transfer learning. Evaluation metrics will be used to measure model effectiveness.

Syllabus

  • Text Classification with PyTorch: Learn how to use PyTorch in Python to build text classification models using neural networks and fine-tuning transformer models.
    • Lesson: Text Classification with PyTorch
    • Project: Classifying IMDB Movie Reviews with BERT Transformers
    • Quiz: Text Classification with PyTorch Quiz
    • Informational: Next Steps

Taught by

Heather Hardway

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