This feature is no longer applicable for versions 3.0 and above. Below you will find the original post for legacy users:
Yes! This can be done through your theme's CSS by adding the following code:
.gmnoprint { display: none; }
Simple as that!
Thanks to community member Kuni N. for the pro tip!