This repository contains the course material for Udacity’s Deep Learning Nanodegree program, consisting of tutorial notebooks and project assignments. The tutorials walk through implementing gradient descent, building CNNs and RNNs for image and sequence classification, training GANs for generative tasks, and applying techniques like style transfer, weight initialization, and batch normalization. Students learn using PyTorch as the deep learning framework.