(WHTM) – Pennsylvania is home to around 300 colleges, universities, and technical schools, but which one is the oldest in the Keystone State?. The oldest college in Pennsylvania dates back to 1740 when an idea was formed to create a Philadelphia charity school but it wouldn’t be finished for another decade.