Istrouma is an unincorporated community in East Baton Rouge Parish, Louisiana, United States. The community is located less than 2 miles northwest of Baton Rouge and 7 miles south of Baker. It is speculated that the name of the community is derived from the Choctaw words 'ita humma' which means 'red pole' in the Choctaw language.