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LinkedIn Learning

Hands-On PyTorch Machine Learning

via LinkedIn Learning

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Overview

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Discover the fundamentals of creating machine learning models with PyTorch, the open-source machine learning framework.

Syllabus

Introduction
  • Explore the capabilities of PyTorch
1. Preparation
  • PyTorch overview
  • PyTorch environment setup
  • PyTorch use case description
  • PyTorch data exploration
2. PyTorch Basics
  • Understand PyTorch tensors
  • Understand PyTorch basic operations
  • Understand PyTorch NumPy Bridge
  • Understand PyTorch autograd
  • Advanced PyTorch autograd
3. Torchvision
  • Torchvision introduction
  • Torchvision for video and image understanding
4. Torchaudio
  • Torchaudio introduction
  • Torchaudio for audio understanding
5. Torchtext
  • Torchtext introduction
  • Torchtext for translation
Conclusion
  • Continuing your PyTorch learning process

Taught by

Helen Sun

Reviews

4.2 rating at LinkedIn Learning based on 204 ratings

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