Org-Mode is an Emacs mode for note taking, task management, and plain text organization. It allows you to create documents with hierarchical structure, tags, timestamps, and status keywords. The presentation demonstrated Org-Mode and provided instructions for installing and configuring it, with additional resources for learning more.