This is a great question that many first time home buyers want answered. My experience is that many people "without credit" are able to buy homes. These people are happy to learn they are qualified to buy.
Please talk to an expert loan consultant who can help you with first time homebuyers loans, down payment assistance, and credit score improvement steps, if necessary.
After you do your loan investigation, please come back to this post and tell us what happened.