How and why to optimize the image on the site

How And Why To Optimize The Image On The Site?

To begin, briefly define, why do I need optimization (it is the same compression) images on the site.

Everyone knows that the acceleration of the site improves the behavioral factors, and raises the conversion of the site (sales growth).