Conventional loans are those issued by a lending institution to a borrower. Generally speaking, borrowers should have a “bare minimum” credit score of 620, but ideally you should have a score closer to the 740 range, according to a Bankrate publication. FHA loans are different from conventional loans in that they are backed by the Federal Housing Administration.