Carlisle transformed Edward into a vampire after finding him dying from the Spanish Flu in 1918. He didn't bite him in the traditional way vampires are depicted, but rather, used his own vampire blood to heal him and turn him into a vampire.
This is a key point in Edward's backstory, as it explains his unique aversion to animal blood and his struggle to control his thirst for human blood.