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.
By Roel M
•A nice experience, clear explanations, lots of exercises that are really important. The project also allowed one to reflect carefully on how to use R to carry out the analysis.
By Charles G
•Good but I felt some gaps in the material made it difficult to learn. Also, the quiz questions are focused on attention to detail "gotcha" questions. This can be frustrating.
By Aydar A
•Nice course. The downside is that it only explains interpretation of linear regression, but not enough details about how linear regression is performed from math point of view.
By Jessye M
•This course was good. However, compared to the other courses in the specialisation had less content. I would have liked to have videos on logistic regression as well.
By 冯允鹏
•Compared to the Course 2 Statistic inference, this session seems to be a little be informal and rush. But still learn a lot from the conception of linear regression!
By christian a
•Really good course as the previous ones in this specialization. Could have included something more on checking for collinearity with categorical variables.
By Dgo D
•It was a really good introduction to Linear Model, I recommend this course to all people who wants to learn more about statistical analysis
By Ana C
•Excellent Course. Mine, the teacher is a great great teacher. The mentors help a lot.
Technical parts, coursera platform should work better
By Janice H
•Lecture explanations are fantastic as are slides. Pace is appropriate. R information is a little sketchy but manageable with diligence.
By Nathan H
•Very informative for an introduction. Wish it was longer and more mathematical, but there are other courses on Coursera for that.
By Tony G
•Good overview of regression modeling. Would have liked to see more on logistic regression. But that's ok, can read it on my own.
By Scott T
•Great course. I only wish there was more time spent on dealing with more complex situations such as overfitting.
By Shivani J
•I liked the course. I learnt a lot while working on its project. Instructor's way of teaching is very engaging.
By Elham L
•The material in this course is explained very well. However it requires one has the knowledge in using R.
By Siyao G
•Contents are easier compared with other courses in this series. Quite systematic and easy to understand.
By Natalie R
•Clearly presented. R instruction is pretty minimal, so there is a lot of trial and error and googling.
By Guillermo U O G
•I liked, but I guess it could improve little by including more topics in linear regression analysis.
By marvin m
•The Lab could be better if there was a video that goes with it. But overall I love this course.
By Jian S
•I learnt quite a bit. One of the most useful courses! I would suggest add more exercises in R.
By NG Y W
•This course has provided me with a good and simple understanding on the concept
By Amir Z
•This is a great course for this specialization but don't expect much depth.
By zhenyue z
•nice lecture, but it is really too short, not into too much details.
By Luis F R C
•Excellent course, I think it still could include more content!
By Anna D
•Great course and lots of useful knowledge!
By Nikhil K
•Not covered entire regression technique