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Hello Readers, The book contains an intelligent method RBF proposed in Machine Learning area of Computer Science discipline, to predict the performance of students in the upcoming exams based on the past performances and to warn the ones who are on the threat to fail. Education System requires supports of such methods and methodologies un order to improve its standards and better understand students needs.