In the cost function, why don’t we use absolute value, mod () or some other functions instead of squared error function?

We can refer to below link to learn more -

https://mccormickml.com/2014/03/04/gradient-descent-derivation/

https://mccormickml.com/2014/03/04/gradient-descent-derivation/