How do I give my web sites an icon/favicon (In the title)

How do I set the icon like this (in the title) that appears on the iPhone, Andriod, Windows etc. for the web sites I create

EDIT: I know it is an favicon but i Wanna know how to add it and how to use it in my website.

EDIT2: I did not try anything before because I am a starting developer