Units are objects which are generated by Buildings, and purchasable objects bought directly using Gold, which are not buildings themselves. They usually serve either an economical, defensive, or offensive purpose.
List of Units
Code definition
While players, and this wiki, generally define Units as stated in the first paragraph, the game's code also considers all buildings as "Units".