Statistics · Columbia University
I learnt how to apply linear regression models to solve real life problems.
General ML knowledge and all the skills that I can apply into real world problems
Basically, everything you need to know for linear model.
Linear regression, application and theory of linear regression.
Confused about this course. I learned it as if I didn't learn it. The Power Point only have a few important things with some mistakes.
Standard first course in linear regression - simple linear regression model, learn how to interpret all the coefficients and hypothesis testing, then generalize everything to the multiple linear regression framework
This course covers basic theory of linear regression and how to use it to model data. It's ,ore or less the same as what I've learned in undergrad.
Theory and Application of linear regression models in detail
None! I have no idea about what she talking in the class. Lecture, homework and exam are three different things, and there is no correlation between them.
you can choose to have harder hw but easier exam. and others above.