Shortcode for Home Page only

Hello,
I am working on mixxshuz.com , I am using a child theme, with woocommerce for catalog purposes. WooCommerce comes with a short code to display featured products. I am using a static home page and would like the featured products to display on there and only on that page.

I can get the featured products to display on there with

<?php echo do_shortcode('[featured_products per_page="12" columns="4"]'); ?>

but it displays on every page.

Any help is highly appreciated,
thank you