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.
교육 기관: Scott T•
Great course. I only wish there was more time spent on dealing with more complex situations such as overfitting.
교육 기관: Shivani J•
I liked the course. I learnt a lot while working on its project. Instructor's way of teaching is very engaging.
교육 기관: Elham L•
The material in this course is explained very well. However it requires one has the knowledge in using R.
교육 기관: Siyao G•
Contents are easier compared with other courses in this series. Quite systematic and easy to understand.
교육 기관: Natalie R•
Clearly presented. R instruction is pretty minimal, so there is a lot of trial and error and googling.
교육 기관: Guillermo U O G•
I liked, but I guess it could improve little by including more topics in linear regression analysis.
교육 기관: marvin m•
The Lab could be better if there was a video that goes with it. But overall I love this course.
교육 기관: Jian S•
I learnt quite a bit. One of the most useful courses! I would suggest add more exercises in R.
교육 기관: NG Y W•
This course has provided me with a good and simple understanding on the concept
교육 기관: Amir Z•
This is a great course for this specialization but don't expect much depth.
교육 기관: zhenyue z•
nice lecture, but it is really too short, not into too much details.
교육 기관: Luis F R C•
Excellent course, I think it still could include more content!
교육 기관: Anna D•
Great course and lots of useful knowledge!
교육 기관: Nikhil K•
Not covered entire regression technique
교육 기관: FangYiWang•
A good course for Bayesian statistics.
교육 기관: Mohammed S S•
Great model with clear explanations
교육 기관: Seyyed B B•
Nice overview and R examples!
교육 기관: Daniel C•
Very useful insights and lea
교육 기관: Lalu P L•
Could be more informative
교육 기관: Syed M R A•
교육 기관: Toan L T•
A good course
교육 기관: Ananda R•
교육 기관: Micah H•
Other nits about the depth and breadth of the course aside, I thought it was a good course. The main critique I have to offer is the lack of emphasis of using the power of R. When teaching model selection, the course should have at least provided instruction—or at least a written resource—on how to write the R code for automating forward/backward selection by R^2.* Being a course about using R as well as about linear regression and modeling, it seems like the appropriate thing to do.
(*A classmate whose final project I peer-reviewed used for loops to run the forward model selection based on R^2. That's how I learned about it.)
교육 기관: Liam J K•
Overall it covers everything that you would want this course to.
However, I was a complete beginner when starting this course, and as a result I regularly got confused (especially when it came to coding in R)
3/5 stars for me
교육 기관: Brandon F•
Provides a good overview, but I felt some loose ends were not addressed in terms of how stringent the conditions need to be met, and if one can use MLR when this is not the case.