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Artificial Intelligence (AI) mimics the natural process of learning and tends towards accurate prediction for any given problem continuing learning till the least amount of error rate is achieved. A diverse class of algorithms are present which are further categorized under supervised and unsupervised learning systems. Some known and popular programs include Artificial Neural network (ANN), Support Vector machines (SVM), Genetic Algorithm (GA), Self-Organizing Maps (SOM), Ant Colony Optimization (ACO) etc. All these algorithms are preliminary used for either classification, clustering or decision making purposes.