Software is the non-physical part of the computer that is encoded in bits and bytes, rather than hardware, which is the physical part.
Example
Programs and applications are pieces of software, since even though they are sold on CDs (for example), you don't buy it for the CD, you buy it for the information on the CD.
Tomorrow: Operating System