It's absolutely very very hard but extremely interesting course! Although code assignments always have a lot of small bugs, and it cost me lots of time to find out, but, hey! Everything is the same in school(offline), nothing gonna be perfect. The sampling part is the most difficult stuff to learn so far, and after I tried to review it again and again, combined with other online material, I got those shit done! The only drawback of this course is that not many people active in the forum(Including those TA), maybe that just because only a small number of people enrolled in this course. In short, worth learning!

great course, though really advanced. would like a bit more examples especially regarding the coding. worth it overally

Great introduction to inference. Requires some extra reading from the textbook.

Pretty good course, albeit very dense compared to the first one (which was certainly not trivial). I would give it 5 stars just based on the content, but the programming assignments don't work without significant extra effort. I completed the honors track for the first course, but gave up after spending 4 hours trying to fix HW bugs that were reported 8 months ago.

Would have also been nice to have more practical examples to work on. Some of the material is very theoretical, and I find it hard to build intuitions without applying the algorithms in practice.

hope to get some feedbacks about hw or exam

Good course, but the material really needs a refresh!

not very clear from the top-down level.

Very great course! A lot of things have been learnt. The lectures, quiz and assignments clear up all key concepts. Especially, assignments are wonderful!

Very valuable course! I am glad I made it.

Thanks a lot for professor D.K.'s great course for PGM inference part. Really a very good starting point for PGM model and preparation for learning part.

This course induces lateral thinking and deep reasoning.

I learned pretty much from this course. It answered my quandaries from the representation course, and as well deepened my understanding of PGM.

Very interesting course. However, even after completing it with honors, I feel like I don't understand a lot.

Difficult, but it makes you think a lot!

Great course!

Interest but difficult.

Thank You for all.

good way to learn PGM,

Really a interesting, challenging and great course!

Great course! Expect to spend significant time reviewing the material.

Awesome class!

awesome

Very good

I would have like to complete the honors assignments, unfortunately, I'm not fluent in Matlab. Otherwise, great course!

Very interesting, more advanced material