Dimensional Analysis is a method that equates dimensions on both sides of equations using conversion factors to convert units. It can be used to convert units between systems, check the consistency of physical equations by ensuring the dimensions are equal, and derive relations between physical quantities by defining their dimensional dependence. While dimensional analysis cannot determine constant values, it provides a preliminary test of equations and establishes functional relationships between variables.