Panda-metrics-2024-25: различия между версиями
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Bdemeshev (обсуждение | вклад) Нет описания правки |
Bdemeshev (обсуждение | вклад) Нет описания правки |
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| Строка 34: | Строка 34: | ||
== Sources of Wisdom == | == Sources of Wisdom == | ||
[https://causalml-book.org/ Causality in ML] | [https://causalml-book.org/ CausML]: Causality in ML book with python and R code | ||
[https://github.com/bdemeshev/metrics_pro/raw/master/metrics_pro_en.pdf MPro-en]: Problem set for classes (translation in progress) | |||
[https://github.com/bdemeshev/metrics_pro/raw/master/metrics_pro.pdf MPro-ru]: Problem set for classes (in Russian) | |||
Версия от 16:06, 8 сентября 2024
What-about
Course goals
侍には目標がなく道しかない [Samurai niwa mokuhyō ga naku michi shikanai]
A samurai has no goal, only a path.
Telegram channel, Telegram chat
Lectures video recordings
Grading
Semester-1 grade = 0.2 HA-1 + 0.4 Exam-Alpha + 0.4 Exam-Beta.
Semester-2 grade = 0.2 HA-2 + 0.4 Exam-Gamma + 0.4 Exam-Delta.
Final course grade = 0.5 Semester-1 grade + 0.5 Semester-2 grade
Home assignments
Home assignments have equal weights. You have 4 honey weeks for the entire course.
Exams
Samurai diary
2024-09-02, lecture 1: Derivation of beta hat in the cases of a very simple regression and multiple regression.
Sources of Wisdom
CausML: Causality in ML book with python and R code
MPro-en: Problem set for classes (translation in progress)
MPro-ru: Problem set for classes (in Russian)