Data centers are simply centralized locations where computing and networking equipment is concentrated for the purpose of collecting, storing, processing, distributing or allowing access to large amounts of data. They have existed in one form or another since the advent of computers.
As equipment got smaller and cheaper, and data processing needs began to increase -- and they have increased exponentially -- we started networking multiple
servers (the industrial counterparts to our home computers) together to increase processing power