Скачать или смотреть UW ECON484:Econometrics and Data Science | class 1 | Intro to statistical learning

ECON 484: Econometrics and Data Science at the University of Washington.

-------------------------IMPORTANT-------------------------
--The whole purpose to pose the video is to give everyone a chance to get high-level education. High-level education is not the only privilege of the elite but for everyone and this is how our society involves.
-- Traditional topics: structural modeling, non-linear and logistic regression, the LASSO, and non-traditional topics: regression and classification trees, bagging, boosting, and random forests. Computer-based, uses the R language, emphasizing interpretation, not formal proofs.
-- Before taking this class, you should have foundations of linear algebra, calculus, basic Econometrics, good knowledge of regressions, and R studio.

-------------------------This Class-------------------------
-------------------------Class One-------------------------
-This is the first class of this course. Introduced bias-variance tradeoff, overfitting, statistical learning, and the components.