You should add a forward slash (/) in front of the menu links.

So #about should be /#about

That will link to the proper sections on the home page.

As for the Woocommerce pages, you will have to edit the theme file for Woocommerce.

Navigate to Appearance > Editor and select woocommerce.php

Delete line 23 and save your changes.