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Taking into account the challenges and problems that are faced by the modern educational process, it is considered to use modern intelligent systems and algorithms to improve the education and teaching levels in educational institutions. The article describes an algorithm of actions on machine learning using, determining the students success level and analyzing the obtained data. This research can be efficiently used to find out and detect the modern educational problems, and individual and collective pupils sample features, implement the classification process and regression analysis of the data set. Results obtained from the algorithms usage, data analysis are described and demonstrated. The main features, knowledge and insights obtaining methods from the dataset are determined. The applied method is quite efficient and is capable of assessing pupil’s performance metrics. Predicting student’s and …