This book to introduce students of probability and Statistics to understand basic concept of probability and statistics in real world application. The essence is to improve your skill from analyzing data, prepare you for the critical evaluation of any piece of paper and critically solving uncertain event in the world. This module could stand alone with a scope that is limited to understanding the properties and uses of probability and Statistics. As such it would act as a supplement material to the standard statistics curriculum and fulfill that objective of the course. If, however, the module were to be used in conjunction with the topics included in the curriculum suggestions, then the course objective plan below might be considered as a framework from which an overall plan may be constructed.