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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
3,262 個評分
561 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....

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KA
2017年12月16日

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
2017年1月31日

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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101 - 回归模型 的 125 個評論(共 542 個)

創建者 Connor B

2019年9月12日

Learned a lot and enjoyed the course project. Would like to have two course projects because I gain the most out of them.

創建者 Carlos B

2017年6月20日

Thank you for the chance to review all the fundamental and applied mathematical and statistical aspects of data analysis.

創建者 Stefan S

2016年3月4日

Not the easiest course, but very rewarding if you hang in there. The material is very well explained with ample examples.

創建者 Nino P

2019年5月24日

Similarly to statistical inference, this is a bit harder course in the specialization. Still passable and recommendable.

創建者 Rafael M

2018年6月7日

Excelente curso, requiere de esfuerzo y dedicación, ademas de una solida base estadística. Práctico y de mucha utilidad.

創建者 Vitor P B

2020年10月25日

Very detailed and complete course with heavy theorical concepts which are all very useful for data science applications

創建者 Daniel A S

2020年6月10日

Very good and complete, the professor is very clear in his explanations and very helpful for data science applications.

創建者 Georgeanne P

2021年5月31日

This is a tough course. I needed to use materials outside of the course to get the full understanding. But is it good.

創建者 Ekaterina S

2019年5月12日

It was a very usefull course. It is a very good approach to the theme - the main essence without much math difficulty.

創建者 Ivana L

2016年1月30日

One of the most valuable course in series. Also one of the hardest, expecially if you are newbie to regression models.

創建者 Marco B

2017年12月21日

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

it helped me improve my daily data analysis!

創建者 weitinglin

2016年10月27日

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

創建者 Joseph R

2016年3月3日

A very well organized course with nice simple explanations and introductions into the world of regression models

創建者 Gregorio A A P

2017年8月26日

Excellent, but I would be grateful if you could translate all your courses of absolute quality into Spanish.

創建者 marcelo G

2016年8月14日

Outstanding material with different levels of difficulty and depth on the subject. Great source material.

創建者 Greg A

2018年2月22日

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

創建者 Nilrey J D C

2017年10月29日

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

;)

創建者 Erika G

2016年6月27日

I had a lot of fun in this course. The exercises in the text and quizzes help me understand the concepts

創建者 Hewan D

2021年3月4日

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

創建者 Carlos M

2017年7月11日

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

創建者 Robert W S

2016年11月21日

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

創建者 André C L

2018年12月13日

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

創建者 Irene R

2018年4月23日

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

創建者 Berthold J

2017年6月24日

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

創建者 Ewa W

2017年3月9日

Very Challenging Course

Very well presented

Great material/source of information for study

Loved It !