Nowadays FUZZY COGNITIVE MAP (FCM) is getting significant in the domain of Data Mining due to the frequent applications obtained for the society. However the research community finds the difficulty in tackling Data Mining. The main aim (objective, goal, result of this paper is to achieve a simple layout for the knowledge structure for an effective class room (learning platform) in order to meet the learning outcome of FCM. The construction is carefully made after surveys & reviews throughout the branches of AMET University and obtained the knowledge structural model .This model is finally evaluated for its performance and result are presented.