The Yazoo Land Fraud refers to a massive land scandal in the late 18th century where fraudulent land sales were made by the Georgia legislature to private land companies, resulting in significant public outrage and legal battles. This event is crucial in understanding the land policies and westward expansion as it highlights the corruption and exploitation in land distribution during a time of growing territorial ambitions in the United States.