Subdomain Multisite displays 404 when creating new site

After completing the WPMUDEV Multisite masterclass I thought, why not, lets do it. So I've set up 2 Multisites following the tutorial given. Unfortunately I get 404 error after adding a site when trying to visit it on both installs.