Understanding Shannon's Entropy metric for Information
  Shannon's metric of "Entropy" of information is a foundational concept of information theory. This article is a primer for novices that presents an intuitive way of understanding, remembering, and/or reconstructing Shannon's Entropy metric for information. 
Sriram Vajapeyam
cs.IT math.IT