4.5
79 個評分
13 條評論

## 課程概述

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....

## 熱門審閱

SM

2020年4月2日

This is a great course from Johns Hopkins University . By taking this course, I improved my Data Management, Statistical Programming, and Statistics skills.

PP

2019年10月12日

It is a very good course for any statistics to learn and have a sweet tastes of math and its behind functionality on data.

## 1 - Advanced Linear Models for Data Science 2: Statistical Linear Models 的 13 個評論（共 13 個）

2020年4月3日

This is a great course from Johns Hopkins University . By taking this course, I improved my Data Management, Statistical Programming, and Statistics skills.

2017年1月31日

Good course on applied linear statistical modeling.

2020年12月12日

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.

2022年5月8日

L​ectures 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.

2019年10月12日

It is a very good course for any statistics to learn and have a sweet tastes of math and its behind functionality on data.

2019年4月18日

Very informative and interesting.

2017年7月23日

Very good... Thanks

2020年6月6日

thanks u all

2020年7月27日

Enjoyable

2020年6月30日

Very good

2020年8月7日

This course is very powerfull for statistical linear

2020年8月22日

A very challenging and deeply insightful course.

2020年7月29日

good