Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: - A basic understanding of linear algebra and multivariate calculus. - A basic understanding of statistics and regression models. - At least a little familiarity with proof based mathematics. - Basic knowledge of the R programming language. After taking this course, students will have a firm foundation in a linear algebraic treatment of regression modeling. This will greatly augment applied data scientists' general understanding of regression models.
SM
This is a great course from Johns Hopkins University . By taking this course, I improved my Data Management, Statistical Programming, and Statistics skills.
N
It is a very good course for any statistics to learn and have a sweet tastes of math and its behind functionality on data.
SJ
This course is very powerfull for statistical linear
ML
Good course on applied linear statistical modeling.
RL
Great !!! Learning time and I enjoy the math side of it...
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This is a great course from Johns Hopkins University . By taking this course, I improved my Data Management, Statistical Programming, and Statistics skills.
I love the deep dive into understanding the math, particularly the vector and matrix algebra, going on underneath the hood. However, I would've loved further examples that kept bringing things back around to how these things can be used in real world scenarios (i.e., biological and other scientific studies). There's a fine line between proofs providing valuable insight vs. proofs being purely academic, and this course may've flirted a bit too much with the latter to be as useful as it could've been.
Lectures are too esoteric without enough application. There are a couple references to follow-on courses that would hopefully have some "so what" material... But no sign of this so far, and it's been 5 years.
Great !!! Learning time and I enjoy the math side of it...
Good course on applied linear statistical modeling.
This course is very powerfull for statistical linear
A very challenging and deeply insightful course.
It is a very good course for any statistics to learn and have a sweet tastes of math and its behind functionality on data.
it was really good, Mind-blowing executions.
Very informative and interesting.
Very good... Thanks
Excelente!!!
thanks u all
Enjoyable
Very good
good