View rest/page copycat
When you click on add / remove / edit a field / filter / sort / contextual filter etc.. at the very top, you need to change the For All displays to This page (override) so it does not affect all the other views. You only need to do this for the first time, it will remember your setting. 

Note: field / filter / sort / contextual filter etc... each have individual settings.