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學生對 杜克大学 提供的 Linear Regression and Modeling 的評價和反饋

4.7
1,522 個評分
281 條評論

課程概述

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test score for a child based on certain characteristics of his or her mother? In this course, you will learn the fundamental theory behind linear regression and, through data examples, learn to fit, examine, and utilize regression models to examine relationships between multiple variables, using the free statistical software R and RStudio....

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TM
2020年7月21日

A great primer on linear regression with labs that help to establish understanding and a project that is focused enough not to be overwhelming, and allows the learner to play around with the concepts

PK
2017年5月23日

Very good course taught by Dr. Mine who is as always a very good teacher. The videos are very eloquent and easy to understand. Highly recommend it if you are looking for a basic refresher course.

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26 - Linear Regression and Modeling 的 50 個評論(共 277 個)

創建者 Ann N

2017年8月2日

I truly enjoyed this course. It's one of the most useful and easier to understand than the rest. Could use more samples and information on how to deal with Categorical Data though.

Final Project is a full-time job. 1-week while working full-time is hardly enough time.

創建者 Chris D

2019年10月12日

This course explains the statistical aspects of linear regression. A detailed explanation of minute aspects of linear regressions. The quizzes and assignments are quite exciting. Recommend to anyone with little know (4/10) knowledge regarding Linear Regression.

創建者 Valeriy K

2019年12月18日

Another fantastic course by Duke staff. I'd love to thank Professor Cetinkaya-Rundel for the passion that she shares. I really loved working on weekly labs and a final project. I learned a lot of tools and developed my own functions while solving the tasks.

創建者 Cynthia J J

2020年8月8日

This was a challenging but very rewarding course. I feel that my analyst skills have greatly improved as a result of understanding and applying the ideas through the quizzes and final project. Thank you very much to the instructors!

創建者 Zhou C

2018年1月19日

A good course introducing basic ideas in linear regression and modeling! However, it might be better if future versions of this course could include slightly more advanced concepts such interaction and logistic regression model.

創建者 Camilo M

2020年12月3日

Excelente curso para recordar muchos conceptos un poco olvidados. La metodología usada para acercar el contenido al uso de RStudio es excelente y gracias a ella logré desarrollar una serie de nuevas habilidades.

創建者 Arnold T

2016年10月26日

This is the first course that's made me understand linear regression. The instructor is so spot on, and all areas are covered including diagnostics which I find most teachings skipping. Awesome course!

創建者 Tanika M

2020年7月22日

A great primer on linear regression with labs that help to establish understanding and a project that is focused enough not to be overwhelming, and allows the learner to play around with the concepts

創建者 Praneeth K

2017年5月24日

Very good course taught by Dr. Mine who is as always a very good teacher. The videos are very eloquent and easy to understand. Highly recommend it if you are looking for a basic refresher course.

創建者 Rui Z

2019年5月25日

I feel I'm running out of complement words for this course series. In conclusion, clear teaching, helpful project, and knowledgeable classmates that I can learn from through final project.

創建者 Aditya N

2020年9月13日

The course is structured in a very informative way, it is easy to understand and at the same time difficult concepts are presented in a very easy way. The course instructor is awesome.

創建者 Long D H

2020年5月15日

It has been a great adventure so far. I still greatly appreciate how final projects are constructed that gives us freedom to choose our approach to the problems within the data set.

創建者 hou

2020年7月16日

This course was designed fabulously! However, you'd better have some statistics skills before this class, like EDA and programming skills, since the final project is sooooo hard!

創建者 yaw o a

2017年1月2日

Again like the first two courses, this course was great. The Lectures were excellent and the assignments very helpful in solidifying understanding. Thanks a lot Dr Mine

創建者 Mart A M

2020年12月14日

I learn a lot. It added more lessons beyond my graduate school. Especially that the course is based on R, this course is very helpful for my journey towards using R.

創建者 Julian A S

2018年11月4日

I enjoyed this course. It was quick, but I learned a lot! I thought the assignments were well-thought-out, and the custom R package for the course was a nice touch.

創建者 Marcus S

2018年6月21日

This was the first course where I started noticing that I'm really learning and was able to apply some of the earned knowledge at work.Totally recommended.

創建者 Amanda B

2017年11月28日

Great course! I've already taken a similar stats course using SPSS and this course was an excellent refresher, while increasing my familiarity with R.

創建者 Lucia M

2020年5月12日

Very complete course, although it would be nice to include some explanation about the interaction between variables in a multiple linear regression.

創建者 Hao.Xue

2017年7月4日

wonderful module! easy to understand. the labs are extremely helpful which enables you to have a good command of practicing linear regression with R

創建者 Charles C

2018年12月21日

The course provides good insights for linear regression. Also, I think the professors are intended to statistics and its application in real life.

創建者 Ashutosh S

2020年5月1日

It is a very nice course. The instructor's way of delivering the content is flawless and very precise. The course has been designed very nicely.

創建者 Hanyue Z

2016年10月2日

The structure of this course is really good. The slides demonstrates everything clearly. The speed that the instructor talks is good too.

創建者 Bruno R S

2018年1月20日

One of the most useful of the series, can be valuable as a standalone course on Regression and Correlation. It is also very accessible.

創建者 Deepak S

2021年1月11日

Very helpful for beginners and those refreshing their statistical skills alive. Thank you for this course and problem statements.