The course provides insight on how to formulate a problem into statistical language, how to build a statistical model, how to analyse data and how to validate results. Regession methods (that is ...
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There are slides for my series of lectures for HSE University (Moscow, Russia). All recorded videos are in this YouTube playlist (все лекции по-русски!). All compiled slide decks in PDF are here.