It depends. If you make all of your payments on time, your credit may improve over time. Late and missed payments may damage your credit.
If you need to obtain a loan later (additional private student loan, car loan, or mortgage), your debt-to-income ratio will likely be considered. It is always recommended to borrow only what you need.