
Introduction.
PyTorch Basics & Linear Regression.
Image Classification with Logistic Regression.
Training Deep Neural Networks on a GPU with PyTorch.
Image Classification using Convolutional Neural Networks.
Residual Networks, Data Augmentation and Regularization.
Training Generative Adverserial Networks (GANs).