Pillars are solid blocks of a single material designed to be an architectural highlight in addition to (or in some cases, instead of) supporting weight.

Columns are put together for the purpose and may be made out of multiple materials. Poured concrete and steel are common. They are always part of the load bearing structure and frequently hidden or disguised so as not to attract attention.

-Fooglmog
Guy with no clue.