Introduction to Deep Learning with PyTorch Chapter 1: Introduction Chapter 2: Gradient Descent [2.1] Gradient Descent: Main Principle [2.2] Gradient Descent: Illustration [2.3] Exercise: Let's Implement Gradient Descent! Chapter 3: PyTorch Tensors Chapter 4: PyTorch for Automatic Gradient Descent Chapter 5: Training a Linear Model with PyTorch Chapter 6: Introduction to Deep Learning Chapter 7: Building and Training a simple Classification Model Chapter 8: Building and Training an AutoEncoder Chapter 9: Summary Chapter 2 Gradient Descent Rough estimated time needed25 mins (including exercises)