Isn't it both? An asset (the cash) and a liability (the responsibility to give you cash when you want to withdraw)? The cash is often turned into other kinds of assets (loans, say), but it still starts out as an asset.
No, cash deposits are the basis for a banks liquidity, they need a certain percentage of deposits (set by the Fed in the US) to cover the risk associated with their liabilities (loans).