Practice the full lifts. All you gotta do is pull normally, catch it, then ride it down to a full squat. As the weight gets heavier, you will catch it lower but be warmed up to do so from riding down the previous sets.
Don't worry about hitting your head with the bar. All a part of learning! Actually, during my snatches, my head gets close to the bar too.