The large lake in East Africa known for its biodiversity is Lake Victoria. It is the largest lake in Africa by area and is home to numerous fish species, especially the endemic cichlids. Additionally, the lake supports millions of people who rely on it for fishing and agriculture, highlighting its importance to the region's economy and ecology.