This repository hosts a free online course on advanced NLP with spaCy, a popular Python NLP library. The course covers both rule-based and machine learning approaches for tasks including named-entity recognition, part-of-speech tagging, dependency parsing, and word vectors. Learners interact with code via Jupyter notebooks running on Binder, making it a hands-on educational resource for building natural language understanding systems.