Drop out rate in students is a key concern in higher education. Many students enroll in colleges and universities but often do not complete their academic program. Reason can be different for each student, it can range from financial stress, lack of support, or depression. To improve students retention can be of help to both student and colleges. It supports academic success, reduce drop out...