Try to have a little bit of money payroll deducted into a savings account. Almost immediately you will adjust to not having that money to spend and your savings will add up.
Al long as you are prepared to take on the responsibilities of homeownership, I'd say go for it. You have to keep in mind that there will be other costs besides mortgage...insurance...repairs, etc.