This repository provides project-based tutorials for learning PyTorch focused on natural language processing. It covers character-level RNNs for name classification and text generation, sequence-to-sequence networks with attention for translation, GloVe word vectors, and sentiment analysis. The tutorials use Jupyter Notebooks with readable code and real internet data.