Be patient bro. I wouldn't go more than 10lbs per week. Deads are highly compound, highly beneficial, and probably the most risk-prone excercise you can do. If you get carried away and do too much too soon, your back will bring you back to reality right quick, even with perfect form. And yes, once a week is fine.