This is specific to banks and financial institutions. It refers to the sum of all deposits (like savings bank deposit, fixed deposit etc.) that have been made with the institution.  

Deposits are expected to be withdrawn by customers or also pay out interest payments, generating an economic outflow in the future. Deposits to customers are, thus, classified as liabilities.