Change WordPress Default From Email Address Without Plugin

In WordPress, there is this default WordPress email, [email protected] where ALL WordPress installation will have. This default email is used on all your WordPress blog From address whenever you or your user receives an email from your WordPress blog. You will also notice that WordPress default email name is 'Wordpress' too instead of your own WordPress blog name. Something like the image shown below,