Collateral can be seen as an asset pledged towards your education loan.
These can include tangible assets like a house, land, or vehicle. And even intangible assets like fixed deposits, life insurance, stocks etc.
Banks ask for collateral to take care of the risk in case a student fails to make the repayment of their loan.