Buying your first house in Kentucky can be a scary process. Here are the main home loan programs that homebuyers use to buy their first house in Kentucky. The big five are Fannie Mae (Conventional Loan), FHA, VA, USDA, and Kentucky Housing Down Payment Assistance.