A wallet application that stores your private keys for cryptocurrency signing transactions. The wallet contains your private keys which allow you to spend the bitcoins or other cryptocurrency.
Your coins do not live in the actual wallet, the live on the blockchain.
To learn about the different types of wallets, click here.