Welcome to Android Central! Is it a Galaxy Tab 2 or a Galaxy Tab S2?
Downloads are usually in the Download directory. There's also a Downloads app that makes it easier to access that directory -- look in your App Drawer for it. It might be tucked away in a folder called System or Tools.
Not all apps use this directory to save downloaded files, though. Which app are you using to download?