I liked this course a lot. I would recommend this to any prospective stat majors to experience the theoretical side of statistics more. Yuda was a great professor. He answered any questions and hosted OH for everyone. He explained the slides very well and taught us the most useful things, and then also explained other concepts. There are only 5 HWs the whole semester, and 2 midterms and a final. The HWs aren't too long and spread out over the semester. Each HW only took an absolute max of 5 hrs maybe. The first midterm was kind of difficult, and he curved the exam a good bit. the second midterm, although the content seems harder, was actually easier and had much higher averages. The final was pretty representative of the whole course. The final was curved a little bit. I should add, the first 2/3rds of the course is probability and the last 1/3rd is linear algebra (with only a little emphasis on the theoretical stuff). I would also highly recommend to do the practice exams since the actual exams are similar. Honestly, overall mostly an easy class and it shouldn't be extremely hard to get a form of an A, although it takes some work.