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Build Deep Learning Models with PyTorch

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Overview

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Learn to build neural networks and deep neural networks for tabular data, text, and images with PyTorch.

Syllabus

  • Welcome to the PyTorch Skill Path
    • Get started with the PyTorch Skill Path.
  • Intro to PyTorch and Neural Networks
    • Getting started with the fundamentals of PyTorch and neural networks!
  • PyTorch for Classification
    • Building neural networks for classification tasks with PyTorch.
  • Text Classification with PyTorch
    • Building neural networks for text classification with PyTorch.
  • Generating Text with PyTorch
    • Building neural networks for text generation with PyTorch.
  • Image Classification with PyTorch
    • Building neural networks for image classification with PyTorch.
  • PyTorch Portfolio Project
    • Create a PyTorch project for your portfolio.
  • PyTorch Next Steps
    • What's next after PyTorch?

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