Is there anything I need to be doing to "cleanup" my Ubuntu install?

I’ve noticed that the weekly backup takes longer and longer each week, I assume it’s because data piles up in logs and updates are installed which take up additional space as well.

Is there anything I need to worry about routinely to keep things clean and efficient? I guess I’m an Ubuntu newbie and just don’t want things piling up too much is all.