As per Wookieepedia
To hinder transgression, those who showed an aptitude for the Force were taken directly from birth (or soon afterward) to train in the Jedi Temple headquarters on Coruscant or at smaller Jedi Enclaves as Padawans.
Why was Palpatine, who was strong in the Force, not identified as a potential Jedi at birth?