Using the weight lifting exercise dataset from the following source http://groupware.les.inf.puc-rio.br/har a model is created to correctly classify the way Unilateral Dumbbell Biceps Curl was done.  Class A is the correct way of doing the exercise all other classes are erroneous ways of doing the exercise.