This work demonstrate how to apply probability theory to gain insight into real, everyday statistical problems and situation. Also, the work carfully developed coverege of probabilty motivates probablistic models of real phenomena and the statistical procedures and strategies most often used by practicing engineers and scientist. This work has been writtes for introductory course in statistic or in probability for students in engineering, and natural science.