The most popular Android market widely used by Android-based smartphone users today is Google Play Store. Here you can find thousands apps that suit your needs. Another source that you can use to obtain certain apps for your Galaxy SIII is Samsung Apps. But, you need to create your Samsung account first in order to enable you to download apps from Samsung Apps.
See also: How to Setup Samsung
See also: How to Setup Samsung