The purpose of this analysis is to build a predictive model for the activity that a subject is performing after analyzing the data collected from Samsung smart phone. Android Smartphones like Samsung Galaxy S II come up with embedded accelerometers and Gyroscopes that take quantitative measurement of various activities.