When compressing air, liquid is also brought into the air stream.  When cooling, that liquid condenses and is delivered with the compressed air to your tool or application.  There are a number of ways of removing or reducing the amount of liquid in the air stream.  These include:

Storage Tank Cooling Method

After-cooling

Air-cooled 

Water Cooled 

Absorption Drying