PyTorch Beginner Tutorials from my YouTube channel.
- Installation
- Tensor Basics
- Autograd
- Backpropagation
- Gradient Descent With Autograd and Backpropagation
- Training Pipeline: Model, Loss, and Optimizer
- Linear Regression
- Logistic Regression
- Dataset and DataLoader
- Dataset Transforms
- Softmax And Cross Entropy
- Activation Functions
- Feed-Forward Neural Net
- Convolutional Neural Net (CNN)
- Transfer Learning
- Tensorboard
- Save and Load Models