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Learner Reviews & Feedback for Regression Models by Johns Hopkins University

4.4
stars
3,341 ratings

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

KA

Dec 16, 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.

DA

Mar 10, 2019

This module was the maximum. I learned how powerful the use of Regression Models techniques in Data Science analysis is. I thank Professor Brian Caffo for sharing his knowledge with us. Thank you!

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101 - 125 of 556 Reviews for Regression Models

By Marco B

Dec 21, 2017

very useful! it provides both theoretical framework and practical skills!

it helped me improve my daily data analysis!

By weiting L (

Oct 27, 2016

nice and practical class! I think if provide some recommend reading may create more deeper insight in regression

By Greg A

Feb 22, 2018

I thought I understood regression, but this course help me gain new insights and really sharpen my skills

By Nilrey J D C

Oct 29, 2017

Very concise and informative. This gives me a good review in my college statistics regression subjects

;)

By Hewan D

Mar 4, 2021

I am so happy taking this course. This will open loads of doors for my data analysis. Thank you so much.

By Carlos M

Jul 11, 2017

I learned a lot of theory and practical applications of residuals. The swirl assignments were great too!

By Robert W S

Nov 21, 2016

Excellent course. Might be difficult to get full value of information without prior exposure/background.

By André C L

Dec 13, 2018

very good practical approach, with good theoretical coverage of most important principles of regression

By Irene R

Apr 23, 2018

Very good course, i learnt a lot. Looking forward to take more advanced courses on regression models.

By Berthold J

Jun 24, 2017

Very good lecture and also decent level of difficulties that requires to think/read additional stuff.

By Ewa W

Mar 9, 2017

Very Challenging Course

Very well presented

Great material/source of information for study

Loved It !

By Thomas A

Oct 12, 2019

A good review of regression that allows the student to apply practical implementations in R Studio

By Сетдеков К Р

Sep 30, 2019

It was rather hard and time consuming, but I learned a lot about poisson and binomial regressions.

By MUZAFFAR B H -

Oct 14, 2017

A very good data analysis course, highly useful for quantitative method and empirical findings.

By Laura N M

Aug 27, 2020

The course present a good overview for linear models, including the generalized linear models.

By Ignacio O

Jul 30, 2018

Excellent course!

I learned a lot of techniques and understood the basics of Regression Models.

By Ric J A N

Aug 6, 2017

The course is comprehensive in its presentation. Ideas can be easily grasp and replicated.

By George P

Mar 7, 2019

Great course for beginners, but definitely not for people with no mathematical background!

By sneha

Jan 23, 2019

Amazing course ! finally I have learned how to implement regression in real world analysis

By Carlos A R C

Sep 23, 2020

Excellent course. Best of all the Data Science specialization. Good, very good professor.

By Bruno R S

Mar 4, 2019

A deep review on linear, logistic and regression models. The critical tool for modelling.

By Puri V

Nov 13, 2019

Es un gran curso para aprender, junto con el resto de los cursos de la especialización.

By Channaveer P

Oct 12, 2019

Amazing course... good learning experience. Very useful for my role in my Organization.

By Juan P L R

Nov 26, 2020

Great introduction to regression models, and its application in R. Highly recommended.

By Andrew V

May 14, 2017

Nicely presented and understandable course with a challenging an interesting project.