Genetic Diversity is critical for the survival of population and for a species to adapt and survive in varying environments. Genetic diversity also determines the individual's fitness in an environment; therefore, it should be studied to understand the species survivability. In this article, we discuss a brief history of genetic diversity measurements, and the application of various molecular and statistical methods employed to quantify the genetic diversity of a species are discussed.