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Unit Multivariate and Categorical Data Analysis allows the study of analyzing multivariate and categorical data. It is the study of analyzing, modeling and extracting complex patterns from multivariate, correlated databases in data science and machine learning and data mining. Different learning topics included within this course are:
Probabilistic graphical models
Dimensionality reduction techniques
Finite mixture modeling
Treatment of graphical modeling
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