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A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
Pen and paper exercises in machine learning
Решения вступительных заданий в Школу анализа данных (ШАД)
Linear Algebra Course being taught in HSE in 2020/2021 (in russian)