My two year old toddler has hit his head so many times since he was a baby. He's fallen of chairs and sofa while playing, can it cause brain tumors?

No. We do have a lot of experience with toddlers falling. The most significant association I find is the cut under the chin from hitting some stationary object. There is no association of these common events with brain tumors.