You must a loan from any financial institution i.e. a banking company to which the Banking Regulation Act, 1949 (10 of 1949) applies (including any bank or banking institution referred to in section 51 of that Act). Moreover, the loan must be for a higher education to be pursued by self, spouse, or children for tax deduction u/s 80E