Discover the fundamentals of creating machine learning models with PyTorch, the open-source machine learning framework.
Overview
Syllabus
Introduction
- Explore the capabilities of PyTorch
- PyTorch overview
- PyTorch environment setup
- PyTorch use case description
- PyTorch data exploration
- Understand PyTorch tensors
- Understand PyTorch basic operations
- Understand PyTorch NumPy Bridge
- Understand PyTorch autograd
- Advanced PyTorch autograd
- Torchvision introduction
- Torchvision for video and image understanding
- Torchaudio introduction
- Torchaudio for audio understanding
- Torchtext introduction
- Torchtext for translation
- Continuing your PyTorch learning process
Taught by
Helen Sun
