Getting Started with PyTorch
- Course Introduction
- Course Structure
- Introduction to PyTorch
- Setting up PyTorch
- Demo Setting up PyTorch
- Introduction to PyTorch Tensors
- Demo Introduction to PyTorch Tensors
- PyTorch Ecosystem
Working with Data
- Data Overview
- Datasets and Dataloaders
- Demo Datasets and Dataloaders
- Introduction to Transformations
- Demo Introduction to Transformations
- Building Data
- Demo Building Data
Building and Training Models
- Introduction to Neural Networks
- Building and Training a model
- Demo Building and Training a model
- Saving and loading models
- Demo Saving and loading models
- Additional Training Methods
- Demo Additional Training Methods
- Model Evaluation
- Demo Model Evaluation