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Codecademy

Generating Text with PyTorch

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Overview

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Get ready to start your journey into the exciting world of language models! In this course, you will learn how to build and train neural networks to generate human-like text in PyTorch, one of the most popular deep learning frameworks in Python. You will learn how to read and transform raw text into numerical representations called embeddings that can be used by a neural network to learn contextual relationships within the text and generate relevant text responses. You will also learn how special neural network architectures like RNNs and LSTMs can process and generate sequential data.

Syllabus

  • Generating Text with PyTorch: Learn how to use Python to build text generation models based on neural networks like RNNs and LSTMs in this PyTorch tutorial.
    • Lesson: Generating Text with PyTorch
    • Project: Generating Text with Frankenstein Using PyTorch
    • Quiz: Generating Text with PyTorch
    • Informational: Next Steps

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