Hide shopping bag / cart icon

If you don't want the icon to appear, you can deactivate WooCommerce if you aren't using it and it will hide the shopping cart. 

If you are using an updated version of the theme, you should noticed a theme options under Appearance / Customize / Theme Options / Cart / WooCommerce with options to hide the icon or change it's style.