Yes, banks care a lot more about credit, debt-to-income and whether the loan is secured or not vs what you plan on doing with the money. You will have a hard time getting that kind of cash with no collateral and the terms will be bad for whatever amount you can get. The best route to get good terms and a good chunk of cash is a home equity loan, otherwise I think you are going to have a very hard time.