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

1,535 個評分
283 條評論


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....



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


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.


51 - Linear Regression and Modeling 的 75 個評論(共 280 個)

創建者 David W


The Professor is a clear communicator and has a flair for finding interesting and engaging examples to illustrate the concepts.

創建者 Amarendra S


Excellent course, wonderfully organised and in-depth yet simplistic explanation technique makes understanding regression easy.

創建者 Shao Y ( H


Nice course. Comparing this course with the second and fourth ones in the specialization, this is a rather light-weighted one.

創建者 Andrea P


Very interesting course and well taught!! Advice to everybody also if you have not much previous experience with regression.

創建者 Pedro M


Great course! as a suggestion I Believe Duke should publish new courses on other prediction tools (like SVM, for example)

創建者 Lakshmi m


Great learning experience 😊 learnt how to Build efficient models by keeping in mind so many statistical techniques

創建者 Aditya G


This Module/course was very good. I have learnt many concepts which will be helpful while learning machine learning.

創建者 Gaurav J


It covers all the basics of linear regression and creates a strong base for studying logistic, poisson regression.

創建者 Daniel C J


A great intro to linear regression, both from theoretical and practical point of view. Really enjoyed the course!

創建者 Lilian O


The course has enabled me to grasp the concepts on linear regression and how to conduct a statistical analysis.

創建者 Nishit P


Excellent course and content for the beginners. I certainly learned a lot from this course. a Big Thank You!!!

創建者 Arun I


Loved the course; content, exercises and the final assignment we very good. Loved the instructor's energy!!

創建者 Michael S


Very good course that teaches you the theory behind regression analysis and how to implement is using R.

創建者 Kevin L


Good, detailed course on linear regression and how to perform statistic inference on the coefficients.



Exceptionally helpful for beginners due to perfect combination of theoretical and practical sessions.

創建者 Jennifer K


This was a very straightforward and thorough class with clear material that was logically structured.

創建者 amoulay


Excellent course and excellent teaching. Lots of techniques to learn for regression and modeling.

創建者 Gor S


The course is very beneficial both in terms of learning regression modeling and R programming.

創建者 Juan R


I loved the course, and I am loving the specialization. I have acquired important knowledge.

創建者 郝崇皓


great course, it help me better understand some concepts. But the content is kind of short.

創建者 Marina C R


Very interesting, I have learned a lot and I have been able to apply it to the final project

創建者 Adrian C


Great work Mine Çetinkaya-Rundel, I liked the wrapping of the course and way of teaching .

創建者 Andrew L


Very nice introduction to regression techniques and helpful labs on how to implement in R.

創建者 nguyen h n


I 've only finished the first week. but I like the course because of explanatory examples

創建者 EGAM, A F (


these lessons are great even if the class ends, these are helpful for future assessments