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學生對 约翰霍普金斯大学 提供的 回归模型 的評價和反饋

4.4
2,928 個評分
492 條評論

課程概述

Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well. Analysis of residuals and variability will be investigated. The course will cover modern thinking on model selection and novel uses of regression models including scatterplot smoothing....

熱門審閱

KA

Dec 17, 2017

Excellent course that is jam-packed with useful material! It is quite challenging and gives a thorough grounding in how to approach the process of selecting a linear regression model for a data set.

BA

Feb 01, 2017

It really helped me to have a better understanding of these Regression Models. However, I've noticed that there is a video recording repeated: Week 3, Model Selection. Part 3 is included in Part 2.

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176 - 回归模型 的 200 個評論(共 472 個)

創建者 Govind N

Jan 06, 2020

I learnt regression models from this course.

創建者 Sergio R

Jul 30, 2017

Thank you! it is a very enrichment course.

創建者 Dan K H

Mar 03, 2017

Once again an excellent course, thank you!

創建者 Florian

Jul 03, 2016

Fantastic course with great visualizations

創建者 Efejiro A

Jul 02, 2018

A bit fast paced but excellent delivery.

創建者 Jha A

Apr 19, 2018

Most things were covered . good lessons

創建者 Edgar I

Jan 01, 2017

Muy intuitivo y con excelentes ejemplos!

創建者 Sai K G

Feb 01, 2016

Course teaches basics of regression in R

創建者 Chris

Nov 02, 2016

great introduction to regression models

創建者 Yubo Y

Apr 03, 2016

concise, practical and straight forward

創建者 UMAR T

Mar 19, 2020

excellent course taught by instructors

創建者 Rizwan M

Sep 10, 2019

excellent courseware with assignments

創建者 Sirsendu S

Aug 30, 2018

Lot of learning , a must take course

創建者 Vibhutesh K S

Feb 09, 2019

Nice outline for regression models.

創建者 ritesh k

Oct 21, 2018

fantastic course with great teacher

創建者 Raja J

Nov 19, 2017

Very detailed and exhaustive course

創建者 Aleksander Z

Oct 17, 2017

Great course content and exercises.

創建者 Seyedeh M M

Mar 14, 2019

Awesome class! Highly recommended.

創建者 Artem V

May 16, 2017

Complicated but good information!

創建者 Farhan M

Feb 26, 2017

Amazing course, I learnt a lot.

創建者 Paula L

Dec 02, 2016

good review of the fundamentals

創建者 Ravi K

Jun 12, 2019

This is really a nice training

創建者 Terry L J

Nov 02, 2018

Good material and presentation

創建者 Felipe L

Jan 23, 2016

Excellent introductory course!

創建者 Mounika G

Apr 15, 2020

very good interactive courses