To create a Contact Page first go  to your Admin Panel > Pages > Add new,  you can put any title, in this case "Contact".

On the Template dropdown select Contact:

Click Publish, now you have your Contact Page created but you have to edit the configuration for this page on the Customizer.

Go to Appearance > Customizer and select Contact Page:

There you will see all the option to configure your Contact Page