Absolutely. This is the default setup when you create your shop. Simply set the per order and per item costs to $0.00.
Customers love free shipping so it is a great idea to treat your shipping as a general cost of business when determining product prices. Just like you do for stock, rent, marketing costs, etc.

See our Shipping Guide (shipping Overview) for more information on setting up shipping costs.