What You will Learn?

• 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)