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FIT-ZZNAcad. year: 2019/2020
Basic concepts concerning knowledge discovery in data, relation of knowledge discovery and data mining. Data sources for knowledge discovery. Principles and techniques of data preprocessing for mining. Systems for knowledge discovery in data, data mining query languages. Data mining techniques association rules, classification and prediction, clustering. Mining unconventional data - data streams, time series and sequences, graphs, spatial and spatio-temporal data, multimedia. Text and web mining. Working-out a data mining project by means of an available data mining tool.
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branch MMI , 0 year of study, winter semester, electivebranch MBI , 2 year of study, winter semester, compulsorybranch MSK , 2 year of study, winter semester, compulsory-optionalbranch MMM , 0 year of study, winter semester, electivebranch MBS , 0 year of study, winter semester, compulsory-optionalbranch MPV , 0 year of study, winter semester, compulsory-optionalbranch MIS , 2 year of study, winter semester, compulsory-optionalbranch MIN , 2 year of study, winter semester, compulsorybranch MGM , 2 year of study, winter semester, elective
specialization NBIO , 0 year of study, winter semester, compulsoryspecialization NISD , 2 year of study, winter semester, compulsoryspecialization NSEN , 0 year of study, winter semester, electivespecialization NVIZ , 0 year of study, winter semester, electivespecialization NGRI , 0 year of study, winter semester, electivespecialization NSEC , 0 year of study, winter semester, electivespecialization NCPS , 0 year of study, winter semester, electivespecialization NHPC , 0 year of study, winter semester, electivespecialization NNET , 0 year of study, winter semester, electivespecialization NMAL , 0 year of study, winter semester, electivespecialization NVER , 0 year of study, winter semester, electivespecialization NIDE , 0 year of study, winter semester, electivespecialization NEMB , 0 year of study, winter semester, electivespecialization NSPE , 0 year of study, winter semester, electivespecialization NADE , 0 year of study, winter semester, electivespecialization NMAT , 0 year of study, winter semester, electivespecialization NISY , 0 year of study, winter semester, compulsory
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