Great course, very informative, with lots of valuable information and examples. Prof. Caffo and his team did a very good job in my opinion. I've found very useful the course material shared on github.
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.
By Marco A M A
•This course is better than Statistical Inference, and I think it is as useful. Non credit excersise are still very good at helping with understanding in practice what is going on.
By Rok B
•Useful class, but the content often simple in nature was explained in a confusing/complicated way. But the material is important and there is purchase for taking the class
By Jesse K
•The material was a little disjointed and not always explained with examples. Passing this course required a significant amount of outside study and research.
By Jason M C
•This is a decent class, covering linear regression and a few of its variants in good detail. It's a challenging subject, but presented acceptably here.
By Anamaria A
•Lots of material needs additional study (from different sources) as it's only summarily explained. Much math without the link to the praxis :-(
By Manuel M M
•The content was exposed in a very confused manner. I did not like how the teacher explained. It seemed more difficult than it really is
By LU Z
•Starting from the first week swirl practice, course content is poorly organized making even simple concept difficult to understand.
By Hendrik F
•I find it very tough to understand everything. Buying the course book helps to overcome this. You have to dedicate a lot of time.
By Mark S
•Lots of math, but it would be more productive to focus more on the output of R and better understand the results
By Mertz
•Bad audio and video quality. Too fast on some complex ideas and too slow when come repetitions between videos...
By Andres C S
•I think this course needs more emphasis on practical applications and less mathematical background.
By Erwin V
•Very interesting course, yet course content could be spread more evenly (week 4 is really a lot)
By Prabeeti B
•Course has more theoretical concept than application.. It has to be more application based
By Praveen J
•I think a revamping of the concepts in a more ellabroate way is required in the course
By Suleman W
•I did find it difficult to follow and understand some of the materials.
By Rafal K
•Many things are not clear enough in multivariable regression part.
By Eric L
•good quick overview, could have more actual R examples in lectures
By Ansh T
•Topics like logistic regression were not explained clearly
By Angela W
•I learned a lot, but it was so much content for 4 weeks!
By Gareth S
•Expects a level of statistical knowledge already.
By David S
•needed to consult external resources extensively
By Lei M
•Some of the materials are too much math for me.
By xuwei l
•the lecture notes is a bit confusing
By Marcela Q
•Terrible professor, good book
By Hani M
•was tough