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Learner Reviews & Feedback for Regression Models by Johns Hopkins University

3,018 ratings
506 reviews

About the Course

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....

Top reviews


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.


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 - 200 of 487 Reviews for Regression Models

By Robert H

Dec 01, 2015

A few glitches, but excellent like all the other

By Henrique d S A

Feb 27, 2018

Nice course it will help me a lot ! Thank you!

By Joonas S

May 29, 2017

Really good introduction to regression models.

By SagarSrinivas

Sep 12, 2017

Wonderful!, Lecture Series will be cherished.

By Govinda R N

Jan 06, 2020

I learnt regression models from this course.

By Sergio R

Jul 30, 2017

Thank you! it is a very enrichment course.

By Dan K H

Mar 03, 2017

Once again an excellent course, thank you!

By Florian

Jul 03, 2016

Fantastic course with great visualizations

By Efejiro A

Jul 02, 2018

A bit fast paced but excellent delivery.

By Jha A

Apr 19, 2018

Most things were covered . good lessons

By Edgar I

Jan 01, 2017

Muy intuitivo y con excelentes ejemplos!

By Sai K G

Feb 01, 2016

Course teaches basics of regression in R

By Amit R

Jun 11, 2020

very nicely explained regression models

By Chris

Nov 02, 2016

great introduction to regression models

By Yubo Y

Apr 03, 2016

concise, practical and straight forward


Mar 19, 2020

excellent course taught by instructors

By Rizwan M

Sep 10, 2019

excellent courseware with assignments

By Sirsendu S

Aug 30, 2018

Lot of learning , a must take course

By Vibhutesh K S

Feb 09, 2019

Nice outline for regression models.

By ritesh k

Oct 21, 2018

fantastic course with great teacher

By Raja J

Nov 19, 2017

Very detailed and exhaustive course

By Aleksander Z

Oct 17, 2017

Great course content and exercises.

By Seyedeh M M

Mar 14, 2019

Awesome class! Highly recommended.

By Artem V

May 16, 2017

Complicated but good information!

By Farhan M

Feb 26, 2017

Amazing course, I learnt a lot.