Both represent the cost of borrowing of debtors. However, nominal interest rate does not take inflation into account while real interest rate is inflation-adjusted.
In practice, we can only observer nominal interest rate but not real interest rate because real interest rate is indirectly calculated by: Real interest rate = Nominal interest rate - Inflation rate.