This repository contains executable course materials for Cornell CS5785, an applied machine learning course. It includes Jupyter notebooks and slides covering fundamental ML topics, organized with a requirements.txt for running the content locally. The materials accompany a set of YouTube lecture videos from the Fall 2020 edition of the course.