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He is very clear.  I think if I did not attend lecture, the material would be much more confusing - plus, he gives obvious hints about what will be on the exams during lecture. Exams were very fair and closely aligned with course material.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2014-05-06 17:01:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b619c146008cf2e3292ad8a\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTc4Njk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Lectures are the clearest I've seen at UW. For those who are complaining. Haha trust me it gets wayyyy harder than this course.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-04-12 10:24:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2031c800808a814385c45e4b\",\"instructor_id\":\"rmp:355768\",\"instructor_name\":\"Ismor Fischer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\"},{\"comment\":\"I find this guy highly irritating, and it's clear from his teaching style that he still has the mindset of grad student, regardless of his actual title. His ideas of what's \\\"intuitive\\\" and \\\"so cool\\\" are so completely baffling I have no idea what to even ask. I'm glad when I get sick and can't make it to class because it's that awful.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-11-15 22:41:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3ea8658a0d2c3390f5b45d61\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI3MTk2NDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Actually the worst professor I have had at UW. She just reads from the lecture notes and never answers questions directly. I had to teach myself everything before the exams. Cannot recommend not taking her class more.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-05-13 18:43:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d6d073252efb72f5f6cd55c1\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg1OTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":12,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"3ea8658a0d2c3390f5b45d61\",\"85b9b25dac02355e695768a5\",\"6080bd55526231a2cb9c1e10\",\"d6d073252efb72f5f6cd55c1\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"e394628a2b23d25ed73a4b00\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some praise clear, engaging lectures while others criticize unclear teaching and lack of correlation between lectures and exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This is probably one of the hardest classes in Statistics Department. It is true that Bret gives hard exams, but many of the questions come from notes. The most difficult part should be the fierce competition in the class. There will be a lot of talented Maths people! Prepare\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-12-25 01:39:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"401a25343db0f96ce47f8307\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE5Nzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Undisputedly the worst professor I've had. Lectures do not correlate at all to the exams. Exams are worth 90% of grade and only \\\"review\\\" material given for exams is him telling you to re-look at your homework. Mean scores for the exams were consistently \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-12-16 18:48:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4e1f62bf35fc0f2008fc2cf4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":13,\"review_ids\":[\"401a25343db0f96ce47f8307\",\"85b9b25dac02355e695768a5\",\"6f6dacb26b8da097aa7884d8\",\"6080bd55526231a2cb9c1e10\",\"356f8877aad487851324b0bc\",\"4e1f62bf35fc0f2008fc2cf4\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"33c8b1cb2dcbb282c1d402a2\",\"34c89546dda2e0ea1c0b40b1\",\"71940d6e467adbdb9e51f8b6\",\"ba54be3f4d7c4d72298a907e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are frequently described as extremely difficult and high-stakes, though some students found them fair with practice problems and generous grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Taking 310 online with Garvesh has been pretty tough. He uploads lecture videos but not notes and does not respond to emails. He occasionally responds to piazza posts but not often. Final exam is worth 40% (!) of final grade, although there is a 'curve' - however he is not clear about what the grading will be at all. Don't really recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-11 22:13:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b934875df057e4fe876abff7\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NTMzODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"You need to understand that by taking his class you can only count on yourself to learn everything.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-23 01:52:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b495b03e45a58f37a1c3c5b5\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NjA2MjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I can forgive professors for being bad at teaching if they at least try to be helpful otherwise. Bo is the worst of both worlds in this respect. It's best to pretend he doesn't exist: lectures are a waste of time and asking for help won't help. The extent of your interaction with him should be the poorly worded emails he sends before each exam.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-12-16 18:22:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9814e6dfcf5b863a53210eea\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTU5Mzg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Every worst aspect as a teacher you can imagine you can find on him. He may be terrible at teaching, but he's talented at ruining your day and your whole semester. There is 3 homework due in 8 days and most of the questions he hasn't taught. He is much behind his original schedule, and suddenly speed up to catch up schedule at the end of semester.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-04-20 16:00:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"540783b468cfeab31ddb78cf\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MTExNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":7,\"review_ids\":[\"ff6a78c40a9dbe1865860e78\",\"6f6dacb26b8da097aa7884d8\",\"b934875df057e4fe876abff7\",\"b495b03e45a58f37a1c3c5b5\",\"9814e6dfcf5b863a53210eea\",\"540783b468cfeab31ddb78cf\",\"356f8877aad487851324b0bc\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"summary\":\"The course is described as having a heavy workload with difficult homework, particularly involving R programming, and requiring significant self-study.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"very very kind professor, extremely helpful\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2009-05-10 16:51:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ef342bde5d894e699c22fbe8\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODA2MTUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Best professor ever! Cecile uses extremely interesting examples, and offers real insight. She is very helpful during office hours, and gives fair exams. She also extremely attractive. So extremely attractive. And she has a French accent, which multiplies the attractiveness by at least ten. It makes a good class that much more interesting.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-05-14 21:23:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8bd9f18c3154b33c5e1d959e\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNzYwNjM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Bret is a great professor! He is very clear.  I think if I did not attend lecture, the material would be much more confusing - plus, he gives obvious hints about what will be on the exams during lecture. Exams were very fair and closely aligned with course material.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2014-05-06 17:01:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b619c146008cf2e3292ad8a\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTc4Njk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Lectures are the clearest I've seen at UW. For those who are complaining. Haha trust me it gets wayyyy harder than this course.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-04-12 10:24:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2031c800808a814385c45e4b\",\"instructor_id\":\"rmp:355768\",\"instructor_name\":\"Ismor Fischer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\"},{\"comment\":\"Don't be late to class or he will stop lecturing to call you out. He's really passionate about statistics and his lectures are really engaging. I enjoy this class better than 309.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-02-05 13:43:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"552aa353130034062ac49ae4\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3ODA1Mzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is the most outstanding professor I have had at UW-Madison. He cares that his students learn and are able to use the material in their future endeavors. I recommend any class he is teaching.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-10-23 22:27:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"126ab38a13cb646529b03b99\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNjAzODMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Intelligent professor and Hard class. Exams are pretty hard, but I learnt a lot in this class.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-12-20 00:13:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a38e0a8f7b0a80f8bca0ed8e\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MTUyMzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":13,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"8bd9f18c3154b33c5e1d959e\",\"ff6a78c40a9dbe1865860e78\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"552aa353130034062ac49ae4\",\"126ab38a13cb646529b03b99\",\"34c89546dda2e0ea1c0b40b1\",\"a38e0a8f7b0a80f8bca0ed8e\",\"71940d6e467adbdb9e51f8b6\",\"e394628a2b23d25ed73a4b00\",\"ba54be3f4d7c4d72298a907e\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Sentiment is highly polarized based on the instructor. 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He is very clear.  I think if I did not attend lecture, the material would be much more confusing - plus, he gives obvious hints about what will be on the exams during lecture. Exams were very fair and closely aligned with course material.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2014-05-06 17:01:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b619c146008cf2e3292ad8a\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTc4Njk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Lectures are the clearest I've seen at UW. For those who are complaining. Haha trust me it gets wayyyy harder than this course.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-04-12 10:24:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2031c800808a814385c45e4b\",\"instructor_id\":\"rmp:355768\",\"instructor_name\":\"Ismor Fischer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\"},{\"comment\":\"I find this guy highly irritating, and it's clear from his teaching style that he still has the mindset of grad student, regardless of his actual title. His ideas of what's \\\"intuitive\\\" and \\\"so cool\\\" are so completely baffling I have no idea what to even ask. I'm glad when I get sick and can't make it to class because it's that awful.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-11-15 22:41:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3ea8658a0d2c3390f5b45d61\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI3MTk2NDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Actually the worst professor I have had at UW. She just reads from the lecture notes and never answers questions directly. I had to teach myself everything before the exams. Cannot recommend not taking her class more.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-05-13 18:43:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d6d073252efb72f5f6cd55c1\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg1OTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":12,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"3ea8658a0d2c3390f5b45d61\",\"85b9b25dac02355e695768a5\",\"6080bd55526231a2cb9c1e10\",\"d6d073252efb72f5f6cd55c1\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"e394628a2b23d25ed73a4b00\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some praise clear, engaging lectures while others criticize unclear teaching and lack of correlation between lectures and exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This is probably one of the hardest classes in Statistics Department. It is true that Bret gives hard exams, but many of the questions come from notes. The most difficult part should be the fierce competition in the class. There will be a lot of talented Maths people! Prepare\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-12-25 01:39:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"401a25343db0f96ce47f8307\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE5Nzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Undisputedly the worst professor I've had. Lectures do not correlate at all to the exams. Exams are worth 90% of grade and only \\\"review\\\" material given for exams is him telling you to re-look at your homework. Mean scores for the exams were consistently \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-12-16 18:48:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4e1f62bf35fc0f2008fc2cf4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":13,\"review_ids\":[\"401a25343db0f96ce47f8307\",\"85b9b25dac02355e695768a5\",\"6f6dacb26b8da097aa7884d8\",\"6080bd55526231a2cb9c1e10\",\"356f8877aad487851324b0bc\",\"4e1f62bf35fc0f2008fc2cf4\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"33c8b1cb2dcbb282c1d402a2\",\"34c89546dda2e0ea1c0b40b1\",\"71940d6e467adbdb9e51f8b6\",\"ba54be3f4d7c4d72298a907e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are frequently described as extremely difficult and high-stakes, though some students found them fair with practice problems and generous grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Taking 310 online with Garvesh has been pretty tough. He uploads lecture videos but not notes and does not respond to emails. He occasionally responds to piazza posts but not often. Final exam is worth 40% (!) of final grade, although there is a 'curve' - however he is not clear about what the grading will be at all. Don't really recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-11 22:13:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b934875df057e4fe876abff7\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NTMzODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"You need to understand that by taking his class you can only count on yourself to learn everything.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-23 01:52:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b495b03e45a58f37a1c3c5b5\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NjA2MjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I can forgive professors for being bad at teaching if they at least try to be helpful otherwise. Bo is the worst of both worlds in this respect. It's best to pretend he doesn't exist: lectures are a waste of time and asking for help won't help. The extent of your interaction with him should be the poorly worded emails he sends before each exam.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-12-16 18:22:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9814e6dfcf5b863a53210eea\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTU5Mzg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Every worst aspect as a teacher you can imagine you can find on him. He may be terrible at teaching, but he's talented at ruining your day and your whole semester. There is 3 homework due in 8 days and most of the questions he hasn't taught. He is much behind his original schedule, and suddenly speed up to catch up schedule at the end of semester.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-04-20 16:00:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"540783b468cfeab31ddb78cf\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MTExNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":7,\"review_ids\":[\"ff6a78c40a9dbe1865860e78\",\"6f6dacb26b8da097aa7884d8\",\"b934875df057e4fe876abff7\",\"b495b03e45a58f37a1c3c5b5\",\"9814e6dfcf5b863a53210eea\",\"540783b468cfeab31ddb78cf\",\"356f8877aad487851324b0bc\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"summary\":\"The course is described as having a heavy workload with difficult homework, particularly involving R programming, and requiring significant self-study.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"very very kind professor, extremely helpful\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2009-05-10 16:51:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ef342bde5d894e699c22fbe8\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODA2MTUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Best professor ever! Cecile uses extremely interesting examples, and offers real insight. She is very helpful during office hours, and gives fair exams. She also extremely attractive. So extremely attractive. And she has a French accent, which multiplies the attractiveness by at least ten. It makes a good class that much more interesting.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-05-14 21:23:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8bd9f18c3154b33c5e1d959e\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNzYwNjM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Bret is a great professor! He is very clear.  I think if I did not attend lecture, the material would be much more confusing - plus, he gives obvious hints about what will be on the exams during lecture. Exams were very fair and closely aligned with course material.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2014-05-06 17:01:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b619c146008cf2e3292ad8a\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTc4Njk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Lectures are the clearest I've seen at UW. For those who are complaining. Haha trust me it gets wayyyy harder than this course.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-04-12 10:24:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2031c800808a814385c45e4b\",\"instructor_id\":\"rmp:355768\",\"instructor_name\":\"Ismor Fischer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\"},{\"comment\":\"Don't be late to class or he will stop lecturing to call you out. He's really passionate about statistics and his lectures are really engaging. I enjoy this class better than 309.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-02-05 13:43:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"552aa353130034062ac49ae4\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3ODA1Mzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is the most outstanding professor I have had at UW-Madison. He cares that his students learn and are able to use the material in their future endeavors. I recommend any class he is teaching.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-10-23 22:27:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"126ab38a13cb646529b03b99\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNjAzODMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Intelligent professor and Hard class. Exams are pretty hard, but I learnt a lot in this class.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-12-20 00:13:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a38e0a8f7b0a80f8bca0ed8e\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MTUyMzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":13,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"8bd9f18c3154b33c5e1d959e\",\"ff6a78c40a9dbe1865860e78\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"552aa353130034062ac49ae4\",\"126ab38a13cb646529b03b99\",\"34c89546dda2e0ea1c0b40b1\",\"a38e0a8f7b0a80f8bca0ed8e\",\"71940d6e467adbdb9e51f8b6\",\"e394628a2b23d25ed73a4b00\",\"ba54be3f4d7c4d72298a907e\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Sentiment is highly polarized based on the instructor. Positive reviews highlight helpful professors and fair exams, while negative reviews cite poor teaching and unfair exams.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310","catalog_version_id":"e49252b796e4572c554e8927cd931d05a3a32e6172cb8a83845727cc25b2d26f","record_version_id":"71a0e0a1df65f27a31bd4130daab8ac7bdccc1d284e19a5d1344213d2b089d24","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6806059004f926b12c2d1021b91c2670731e0e5f59928f758f7d9879276cdd3f","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"d90e06ecd7e93b1f487abadaae48f5a2abb43161302489a67ec6cdecfd27ffc0\",\"course_id\":\"MATH/STAT 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d7b41c083f24f56aff511a2a\",\"message\":\"Summary generation failed\",\"name\":\"Keith Levin\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2726941\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.26 GPA, 54.2% A/AB (n=48 letter grades); Fall 2024: 3.34 GPA, 60.5% A/AB (n=43 letter grades); Fall 2025: 3.26 GPA, 54.7% A/AB (n=53 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_d7b41c083f24f56aff511a2a\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.32 GPA, 56.3% A/AB (n=71 letter grades); Fall 2025: 3.26 GPA, 54.7% A/AB (n=53 letter grades); Spring 2026: 2.96 GPA, 42.6% A/AB (n=68 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"BO YANG is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"BRET HANLON is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"BRET LARGET is recorded teaching in Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"}],\"text\":\"CECILE ANE is recorded teaching in Spring 2013. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"GARVESH RASKUTTI is recorded teaching in Spring 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"HYUNSEUNG KANG is recorded teaching in Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KEITH LEVIN is recorded teaching in Fall 2023, Fall 2024, Fall 2025. 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experiments to compare means, standard errors, confidence intervals; effects of departure from assumption; method of least squares, regression, correlation\"}],\"text\":\"Foundational probability and statistical methods, including distributions, regression, and inference basics.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 309\",\"field\":\"description\",\"quote\":\"Probability and combinatorial methods, discrete and continuous, univariate and multivariate distributions, expected values, moments\"},{\"course_id\":\"STAT 311\",\"field\":\"description\",\"quote\":\"Elements of probability, important discrete distributions, acceptance sampling by attributes, sample characteristics, probability distributions and population characteristics, the normal distribution, acceptance sampling plans based on sample means and variances, sampling from the normal, the central limit theorem, point and interval estimation\"}],\"text\":\"Introductory probability theory and mathematical statistics, covering distributions, expectation, and estimation.\"}],\"search_phrases\":[\"mathematical statistical inference likelihood\",\"probability and mathematical statistics II\",\"STAT 310 prerequisites\",\"hypothesis testing theoretical properties\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH/STAT 310\",\"field\":\"description\",\"quote\":\"providing an understanding of likelihood's central role to statistical inference\"}],\"text\":\"Understanding the role of likelihood in statistical inference.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 310\",\"field\":\"description\",\"quote\":\"using the language of mathematical statistics to analyze statistical procedures\"}],\"text\":\"Analyzing statistical procedures using mathematical statistics.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 310\",\"field\":\"description\",\"quote\":\"using the computer as a tool for understanding statistics\"}],\"text\":\"Using computational tools for statistical understanding.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 310\",\"field\":\"description\",\"quote\":\"samples and populations, estimation, hypothesis testing, and theoretical properties of statistical inference\"}],\"text\":\"Mastering samples, populations, estimation, and hypothesis testing.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH/STAT 310\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II\"},{\"course_id\":\"MATH/STAT 310\",\"field\":\"description\",\"quote\":\"Mathematical statistical inference aims at providing an understanding of likelihood's central role to statistical inference\"}],\"text\":\"Introduction to mathematical statistical inference, focusing on likelihood, estimation, and hypothesis testing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH/STAT 310\",\"field\":\"description\",\"quote\":\"samples and populations, estimation, hypothesis testing, and theoretical properties of statistical inference\"}],\"text\":\"Samples, populations, estimation, and hypothesis testing.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310","catalog_version_id":"e49252b796e4572c554e8927cd931d05a3a32e6172cb8a83845727cc25b2d26f","record_version_id":"71a0e0a1df65f27a31bd4130daab8ac7bdccc1d284e19a5d1344213d2b089d24","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"5c3103063650a245f02039aed02c2bc4553bcf6b6d3f146ba717da48f6ee0d2c","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"very very kind professor, extremely helpful\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2009-05-10 16:51:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ef342bde5d894e699c22fbe8\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODA2MTUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Bret is a great professor! He is very clear.  I think if I did not attend lecture, the material would be much more confusing - plus, he gives obvious hints about what will be on the exams during lecture. Exams were very fair and closely aligned with course material.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2014-05-06 17:01:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b619c146008cf2e3292ad8a\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTc4Njk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Lectures are the clearest I've seen at UW. For those who are complaining. Haha trust me it gets wayyyy harder than this course.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-04-12 10:24:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2031c800808a814385c45e4b\",\"instructor_id\":\"rmp:355768\",\"instructor_name\":\"Ismor Fischer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\"},{\"comment\":\"I find this guy highly irritating, and it's clear from his teaching style that he still has the mindset of grad student, regardless of his actual title. His ideas of what's \\\"intuitive\\\" and \\\"so cool\\\" are so completely baffling I have no idea what to even ask. I'm glad when I get sick and can't make it to class because it's that awful.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-11-15 22:41:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3ea8658a0d2c3390f5b45d61\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI3MTk2NDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Actually the worst professor I have had at UW. She just reads from the lecture notes and never answers questions directly. I had to teach myself everything before the exams. Cannot recommend not taking her class more.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-05-13 18:43:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d6d073252efb72f5f6cd55c1\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg1OTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":12,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"3ea8658a0d2c3390f5b45d61\",\"85b9b25dac02355e695768a5\",\"6080bd55526231a2cb9c1e10\",\"d6d073252efb72f5f6cd55c1\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"e394628a2b23d25ed73a4b00\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some praise clear, engaging lectures while others criticize unclear teaching and lack of correlation between lectures and exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This is probably one of the hardest classes in Statistics Department. It is true that Bret gives hard exams, but many of the questions come from notes. The most difficult part should be the fierce competition in the class. There will be a lot of talented Maths people! Prepare\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-12-25 01:39:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"401a25343db0f96ce47f8307\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE5Nzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Undisputedly the worst professor I've had. Lectures do not correlate at all to the exams. Exams are worth 90% of grade and only \\\"review\\\" material given for exams is him telling you to re-look at your homework. Mean scores for the exams were consistently \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-12-16 18:48:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4e1f62bf35fc0f2008fc2cf4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":13,\"review_ids\":[\"401a25343db0f96ce47f8307\",\"85b9b25dac02355e695768a5\",\"6f6dacb26b8da097aa7884d8\",\"6080bd55526231a2cb9c1e10\",\"356f8877aad487851324b0bc\",\"4e1f62bf35fc0f2008fc2cf4\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"33c8b1cb2dcbb282c1d402a2\",\"34c89546dda2e0ea1c0b40b1\",\"71940d6e467adbdb9e51f8b6\",\"ba54be3f4d7c4d72298a907e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are frequently described as extremely difficult and high-stakes, though some students found them fair with practice problems and generous grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Taking 310 online with Garvesh has been pretty tough. He uploads lecture videos but not notes and does not respond to emails. He occasionally responds to piazza posts but not often. Final exam is worth 40% (!) of final grade, although there is a 'curve' - however he is not clear about what the grading will be at all. Don't really recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-11 22:13:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b934875df057e4fe876abff7\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NTMzODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"You need to understand that by taking his class you can only count on yourself to learn everything.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-23 01:52:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b495b03e45a58f37a1c3c5b5\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NjA2MjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I can forgive professors for being bad at teaching if they at least try to be helpful otherwise. Bo is the worst of both worlds in this respect. It's best to pretend he doesn't exist: lectures are a waste of time and asking for help won't help. The extent of your interaction with him should be the poorly worded emails he sends before each exam.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-12-16 18:22:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9814e6dfcf5b863a53210eea\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTU5Mzg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Every worst aspect as a teacher you can imagine you can find on him. He may be terrible at teaching, but he's talented at ruining your day and your whole semester. There is 3 homework due in 8 days and most of the questions he hasn't taught. He is much behind his original schedule, and suddenly speed up to catch up schedule at the end of semester.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-04-20 16:00:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"540783b468cfeab31ddb78cf\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MTExNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":7,\"review_ids\":[\"ff6a78c40a9dbe1865860e78\",\"6f6dacb26b8da097aa7884d8\",\"b934875df057e4fe876abff7\",\"b495b03e45a58f37a1c3c5b5\",\"9814e6dfcf5b863a53210eea\",\"540783b468cfeab31ddb78cf\",\"356f8877aad487851324b0bc\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"summary\":\"The course is described as having a heavy workload with difficult homework, particularly involving R programming, and requiring significant self-study.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"very very kind professor, extremely helpful\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2009-05-10 16:51:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ef342bde5d894e699c22fbe8\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODA2MTUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Best professor ever! Cecile uses extremely interesting examples, and offers real insight. She is very helpful during office hours, and gives fair exams. She also extremely attractive. So extremely attractive. And she has a French accent, which multiplies the attractiveness by at least ten. It makes a good class that much more interesting.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-05-14 21:23:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8bd9f18c3154b33c5e1d959e\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNzYwNjM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Bret is a great professor! He is very clear.  I think if I did not attend lecture, the material would be much more confusing - plus, he gives obvious hints about what will be on the exams during lecture. Exams were very fair and closely aligned with course material.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2014-05-06 17:01:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b619c146008cf2e3292ad8a\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTc4Njk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Lectures are the clearest I've seen at UW. For those who are complaining. Haha trust me it gets wayyyy harder than this course.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-04-12 10:24:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2031c800808a814385c45e4b\",\"instructor_id\":\"rmp:355768\",\"instructor_name\":\"Ismor Fischer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\"},{\"comment\":\"Don't be late to class or he will stop lecturing to call you out. He's really passionate about statistics and his lectures are really engaging. I enjoy this class better than 309.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-02-05 13:43:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"552aa353130034062ac49ae4\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3ODA1Mzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is the most outstanding professor I have had at UW-Madison. He cares that his students learn and are able to use the material in their future endeavors. I recommend any class he is teaching.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-10-23 22:27:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"126ab38a13cb646529b03b99\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNjAzODMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Intelligent professor and Hard class. Exams are pretty hard, but I learnt a lot in this class.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-12-20 00:13:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a38e0a8f7b0a80f8bca0ed8e\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MTUyMzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":13,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"8bd9f18c3154b33c5e1d959e\",\"ff6a78c40a9dbe1865860e78\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"552aa353130034062ac49ae4\",\"126ab38a13cb646529b03b99\",\"34c89546dda2e0ea1c0b40b1\",\"a38e0a8f7b0a80f8bca0ed8e\",\"71940d6e467adbdb9e51f8b6\",\"e394628a2b23d25ed73a4b00\",\"ba54be3f4d7c4d72298a907e\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Sentiment is highly polarized based on the instructor. Positive reviews highlight helpful professors and fair exams, while negative reviews cite poor teaching and unfair exams.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310","catalog_version_id":"e49252b796e4572c554e8927cd931d05a3a32e6172cb8a83845727cc25b2d26f","record_version_id":"71a0e0a1df65f27a31bd4130daab8ac7bdccc1d284e19a5d1344213d2b089d24","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"5c3103063650a245f02039aed02c2bc4553bcf6b6d3f146ba717da48f6ee0d2c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d90e06ecd7e93b1f487abadaae48f5a2abb43161302489a67ec6cdecfd27ffc0\",\"course_id\":\"MATH/STAT 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d7b41c083f24f56aff511a2a\",\"message\":null,\"name\":\"Keith Levin\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2726941\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-10-18 00:54:25 +0000 UTC\",\"review_id\":\"356f8877aad487851324b0bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-04 23:47:29 +0000 UTC\",\"review_id\":\"d3e74b2cc07889762b2904d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NTEyNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-16 18:48:56 +0000 UTC\",\"review_id\":\"4e1f62bf35fc0f2008fc2cf4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-12 23:30:48 +0000 UTC\",\"review_id\":\"d77c091124318eb185e441d9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjYxOTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-07-11 17:51:05 +0000 UTC\",\"review_id\":\"c55eb89b5db8024217e051e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjY2OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-11-25 23:25:37 +0000 UTC\",\"review_id\":\"f1c4b74f5a22410d994738e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Keith Levin receives harsh criticism for unclear lectures that do not correlate with exams and for being impatient in office hours. Reviewers describe the course as overly difficult, with a significant mismatch between lecture content and test material.\"},{\"citations\":[{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-10-31 20:02:32 +0000 UTC\",\"review_id\":\"a2f020b70cc0f403ed63e829\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM5ODc4NTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-20 03:29:19 +0000 UTC\",\"review_id\":\"e394628a2b23d25ed73a4b00\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-17 21:37:26 +0000 UTC\",\"review_id\":\"246cc23f17c42c47560def3c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzE2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-25 05:52:49 +0000 UTC\",\"review_id\":\"33c8b1cb2dcbb282c1d402a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Conversely, some students praise Levin for motivating mathematical concepts and explaining material clearly. These reviewers appreciate his theoretical approach, though they note the course requires significant preparation and proof-based math background.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 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Levin\",\"review_date\":\"2023-12-04 23:47:29 +0000 UTC\",\"review_id\":\"d3e74b2cc07889762b2904d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NTEyNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-16 18:48:56 +0000 UTC\",\"review_id\":\"4e1f62bf35fc0f2008fc2cf4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-10-31 20:02:32 +0000 UTC\",\"review_id\":\"a2f020b70cc0f403ed63e829\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM5ODc4NTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-12 23:30:48 +0000 UTC\",\"review_id\":\"d77c091124318eb185e441d9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjYxOTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-07-11 17:51:05 +0000 UTC\",\"review_id\":\"c55eb89b5db8024217e051e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjY2OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-11-25 23:25:37 +0000 UTC\",\"review_id\":\"f1c4b74f5a22410d994738e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-25 05:52:49 +0000 UTC\",\"review_id\":\"33c8b1cb2dcbb282c1d402a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"The course is described as difficult and intense, with long homeworks, high-stakes exams, and a significant gap between lecture content and test material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Bret Larget\",\"review_date\":\"2009-05-10 16:51:23 +0000 UTC\",\"review_id\":\"ef342bde5d894e699c22fbe8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:566625\",\"source_review_id\":\"UmF0aW5nLTE1ODA2MTUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\",\"type\":\"review\"},{\"instructor_name\":\"Cecile Ane\",\"review_date\":\"2013-06-09 18:47:41 +0000 UTC\",\"review_id\":\"ff6a78c40a9dbe1865860e78\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:755215\",\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\",\"type\":\"review\"},{\"instructor_name\":\"Ismor Fischer\",\"review_date\":\"2016-04-12 10:24:44 +0000 UTC\",\"review_id\":\"2031c800808a814385c45e4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:355768\",\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\",\"type\":\"review\"},{\"instructor_name\":\"Bret Hanlon\",\"review_date\":\"2017-11-21 01:19:16 +0000 UTC\",\"review_id\":\"85b9b25dac02355e695768a5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530102\",\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\",\"type\":\"review\"},{\"instructor_name\":\"Hyunseung Kang\",\"review_date\":\"2018-12-28 00:48:59 +0000 UTC\",\"review_id\":\"34c89546dda2e0ea1c0b40b1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2234533\",\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\",\"type\":\"review\"},{\"instructor_name\":\"Garvesh Raskutti\",\"review_date\":\"2019-04-07 18:36:28 +0000 UTC\",\"review_id\":\"6f6dacb26b8da097aa7884d8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1870984\",\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\",\"type\":\"review\"},{\"instructor_name\":\"Pixu Shi\",\"review_date\":\"2020-01-18 01:00:44 +0000 UTC\",\"review_id\":\"6080bd55526231a2cb9c1e10\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2525911\",\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2020-05-13 18:43:47 +0000 UTC\",\"review_id\":\"d6d073252efb72f5f6cd55c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTMzMjg1OTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Garvesh Raskutti\",\"review_date\":\"2021-04-11 22:13:48 +0000 UTC\",\"review_id\":\"b934875df057e4fe876abff7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1870984\",\"source_review_id\":\"UmF0aW5nLTM0NTMzODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2021-04-23 01:52:43 +0000 UTC\",\"review_id\":\"b495b03e45a58f37a1c3c5b5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTM0NjA2MjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"}],\"text\":\"Historical reviews for Bret Larget, Cecile Ane, Ismor Fischer, Bret Hanlon, Hyunseung Kang, Garvesh Raskutti, Pixu Shi, Panduan An, and Bo Yang show extreme disagreement. Some praise clear lectures and helpfulness, while others report arbitrary grading, excessive difficulty, and poor communication.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-10-18 00:54:25 +0000 UTC\",\"review_id\":\"356f8877aad487851324b0bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-04 23:47:29 +0000 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Levin\",\"review_date\":\"2024-12-12 23:30:48 +0000 UTC\",\"review_id\":\"d77c091124318eb185e441d9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjYxOTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-20 03:29:19 +0000 UTC\",\"review_id\":\"e394628a2b23d25ed73a4b00\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-07-11 17:51:05 +0000 UTC\",\"review_id\":\"c55eb89b5db8024217e051e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjY2OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-11-25 23:25:37 +0000 UTC\",\"review_id\":\"f1c4b74f5a22410d994738e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-17 21:37:26 +0000 UTC\",\"review_id\":\"246cc23f17c42c47560def3c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzE2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-25 05:52:49 +0000 UTC\",\"review_id\":\"33c8b1cb2dcbb282c1d402a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Reviews for Keith Levin are sharply divided, with some calling him the worst professor due to unclear lectures and exam mismatches, while others praise his clear explanations and theoretical motivation.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 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Levin\",\"review_date\":\"2025-07-11 17:51:05 +0000 UTC\",\"review_id\":\"c55eb89b5db8024217e051e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjY2OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-17 21:37:26 +0000 UTC\",\"review_id\":\"246cc23f17c42c47560def3c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzE2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Students report frustration with unclear lectures and limited office hour availability, though some find the theoretical approach helpful if they have prior proof-based math experience.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"BRET HANLON is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"BRET LARGET is recorded teaching in Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"}],\"text\":\"CECILE ANE is recorded teaching in Spring 2013. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KEITH LEVIN is recorded teaching in Fall 2023, Fall 2024, Fall 2025. 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I'm glad when I get sick and can't make it to class because it's that awful.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-11-15 22:41:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3ea8658a0d2c3390f5b45d61\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI3MTk2NDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Actually the worst professor I have had at UW. She just reads from the lecture notes and never answers questions directly. I had to teach myself everything before the exams. Cannot recommend not taking her class more.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-05-13 18:43:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d6d073252efb72f5f6cd55c1\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg1OTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":12,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"3ea8658a0d2c3390f5b45d61\",\"85b9b25dac02355e695768a5\",\"6080bd55526231a2cb9c1e10\",\"d6d073252efb72f5f6cd55c1\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"e394628a2b23d25ed73a4b00\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some praise clear, engaging lectures while others criticize unclear teaching and lack of correlation between lectures and exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This is probably one of the hardest classes in Statistics Department. It is true that Bret gives hard exams, but many of the questions come from notes. The most difficult part should be the fierce competition in the class. There will be a lot of talented Maths people! Prepare\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-12-25 01:39:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"401a25343db0f96ce47f8307\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE5Nzc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is somehow not professional. He talked so many things unrelated to the course at any time in the lecture. He assigned a lot of homework but most of them are useless. The exams are extremely hard. I got every midterm and final better than average and I still got a BC at last. Do not take his stat310, for your own sake.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-11-21 01:19:16 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"85b9b25dac02355e695768a5\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Tells jokes sometimes, but does not make up for the difficulty of her class. You will not know your grade until the day you get your final exam back as the whole class is curved at the end. Goes over derivations even though they are not needed for the exam (inefficient use of lecture). Makes tests and class extremely difficult on purpose. HEADACHE!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-01-18 01:00:44 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6080bd55526231a2cb9c1e10\",\"instructor_id\":\"rmp:2525911\",\"instructor_name\":\"Pixu Shi\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Undisputedly the worst professor I've had. Lectures do not correlate at all to the exams. Exams are worth 90% of grade and only \\\"review\\\" material given for exams is him telling you to re-look at your homework. Mean scores for the exams were consistently \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-12-16 18:48:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4e1f62bf35fc0f2008fc2cf4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The most dry lectures I've ever been to. I've never struggled in math EVER until having her for STAT 310. Doesn't record lectures or post lecture slides so there is no way to review what was covered in class. No practice exams were provided either. Entire grade is based solely on Midterm (30%) and Final (50%). Avoid at all costs. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-12 22:48:40 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5cd291daf0a7fe19b18638c0\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY0MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Awful Professor, her exam is extremely hard. And she give terrible lectures. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-03-13 01:51:47 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"886c69387954a369ddffb885\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzY1MTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"His lecture is just more like a narcissism presentation. He can explain things, but he'd rather spend 2/3 of the time on proving a corollary than telling you what to learn from the lecture in 5 mins. \\nAnd extremely high percentage on exam, but no practice exam, only tells you to go over hw and some irrelevant textbook Problem. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-11-25 23:25:37 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f1c4b74f5a22410d994738e4\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":13,\"review_ids\":[\"401a25343db0f96ce47f8307\",\"85b9b25dac02355e695768a5\",\"6f6dacb26b8da097aa7884d8\",\"6080bd55526231a2cb9c1e10\",\"356f8877aad487851324b0bc\",\"4e1f62bf35fc0f2008fc2cf4\",\"5cd291daf0a7fe19b18638c0\",\"886c69387954a369ddffb885\",\"f1c4b74f5a22410d994738e4\",\"33c8b1cb2dcbb282c1d402a2\",\"34c89546dda2e0ea1c0b40b1\",\"71940d6e467adbdb9e51f8b6\",\"ba54be3f4d7c4d72298a907e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2525911\",\"name\":\"Pixu Shi\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are frequently described as extremely difficult and high-stakes, though some students found them fair with practice problems and generous grading.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Stat310 is a ridiculously hard class with Garvesh. The textbook he uses barely helps explain things, and his answer keys to his assigned homework problems from the book don't explain actually how to do the problem. He does a good job at explaining his example problems in class, but then his tests are just like 10000x harder. Discussion also useless\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2019-04-07 18:36:28 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f6dacb26b8da097aa7884d8\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Taking 310 online with Garvesh has been pretty tough. He uploads lecture videos but not notes and does not respond to emails. He occasionally responds to piazza posts but not often. Final exam is worth 40% (!) of final grade, although there is a 'curve' - however he is not clear about what the grading will be at all. Don't really recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-11 22:13:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b934875df057e4fe876abff7\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NTMzODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"You need to understand that by taking his class you can only count on yourself to learn everything.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-04-23 01:52:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b495b03e45a58f37a1c3c5b5\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NjA2MjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I can forgive professors for being bad at teaching if they at least try to be helpful otherwise. Bo is the worst of both worlds in this respect. It's best to pretend he doesn't exist: lectures are a waste of time and asking for help won't help. The extent of your interaction with him should be the poorly worded emails he sends before each exam.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2021-12-16 18:22:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9814e6dfcf5b863a53210eea\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NTU5Mzg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Every worst aspect as a teacher you can imagine you can find on him. He may be terrible at teaching, but he's talented at ruining your day and your whole semester. There is 3 homework due in 8 days and most of the questions he hasn't taught. He is much behind his original schedule, and suddenly speed up to catch up schedule at the end of semester.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-04-20 16:00:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"540783b468cfeab31ddb78cf\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MTExNzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"Worst teacher I've ever had. In the least cocky way I'm pretty friggin smart and I have coasted by 4 years at this university with a 3.75 gpa and MINIMAL effort. This class has been the COMPLETE opposite. DO NOT TAKE STAT 310 WITH THIS MAN. He teaches as if it is a graduate course and expects you to know way more than intro classes teach. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2023-10-18 00:54:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"356f8877aad487851324b0bc\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":7,\"review_ids\":[\"ff6a78c40a9dbe1865860e78\",\"6f6dacb26b8da097aa7884d8\",\"b934875df057e4fe876abff7\",\"b495b03e45a58f37a1c3c5b5\",\"9814e6dfcf5b863a53210eea\",\"540783b468cfeab31ddb78cf\",\"356f8877aad487851324b0bc\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"summary\":\"The course is described as having a heavy workload with difficult homework, particularly involving R programming, and requiring significant self-study.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"very very kind professor, extremely helpful\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2009-05-10 16:51:23 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ef342bde5d894e699c22fbe8\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1ODA2MTUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Best professor ever! Cecile uses extremely interesting examples, and offers real insight. She is very helpful during office hours, and gives fair exams. She also extremely attractive. So extremely attractive. And she has a French accent, which multiplies the attractiveness by at least ten. It makes a good class that much more interesting.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-05-14 21:23:57 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8bd9f18c3154b33c5e1d959e\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNzYwNjM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Ane is very helpful and obviously passionate about this material. While the material of this course isn't too difficult, the course itself was harder than I expected. Homework was pretty difficult and relied a lot on the statistics program R, of which I had no prior experience. It also seemed to be graded inconsistently or arbitrarily.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2013-06-09 18:47:41 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff6a78c40a9dbe1865860e78\",\"instructor_id\":\"rmp:755215\",\"instructor_name\":\"Cecile Ane\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODc3NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/755215\"},{\"comment\":\"Bret is a great professor! He is very clear.  I think if I did not attend lecture, the material would be much more confusing - plus, he gives obvious hints about what will be on the exams during lecture. Exams were very fair and closely aligned with course material.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2014-05-06 17:01:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b619c146008cf2e3292ad8a\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIzMTc4Njk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"Lectures are the clearest I've seen at UW. For those who are complaining. Haha trust me it gets wayyyy harder than this course.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2016-04-12 10:24:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2031c800808a814385c45e4b\",\"instructor_id\":\"rmp:355768\",\"instructor_name\":\"Ismor Fischer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2Mjc3MjUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/355768\"},{\"comment\":\"Don't be late to class or he will stop lecturing to call you out. He's really passionate about statistics and his lectures are really engaging. I enjoy this class better than 309.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2017-02-05 13:43:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"552aa353130034062ac49ae4\",\"instructor_id\":\"rmp:1530102\",\"instructor_name\":\"Bret Hanlon\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3ODA1Mzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\"},{\"comment\":\"He is the most outstanding professor I have had at UW-Madison. He cares that his students learn and are able to use the material in their future endeavors. I recommend any class he is teaching.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-10-23 22:27:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"126ab38a13cb646529b03b99\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNjAzODMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"The class was based off of 2 exams. Prof. Kang knows how to make the subject matter interesting and gives students a chance to improve their grade while still expecting a lot out of students. Very great teacher!\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2018-12-28 00:48:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"34c89546dda2e0ea1c0b40b1\",\"instructor_id\":\"rmp:2234533\",\"instructor_name\":\"Hyunseung Kang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\"},{\"comment\":\"Intelligent professor and Hard class. Exams are pretty hard, but I learnt a lot in this class.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2020-12-20 00:13:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a38e0a8f7b0a80f8bca0ed8e\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0MTUyMzYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Not an easy class but you are able to understand the topics and help is accessible in this class. Pretty straightforward homework and exams. Extra credit opportunities available that would have raised my grade even more. Definitely recommend.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2022-12-24 19:55:45 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"71940d6e467adbdb9e51f8b6\",\"instructor_id\":\"rmp:2107418\",\"instructor_name\":\"Bo Yang\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjM5NjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\"},{\"comment\":\"I just finished taking Stat 310, and I am shocked to see these low reviews. I thought he was great!\\n\\nKeith motivates every mathematical concept before getting into the theory (few professors do this), and he gives great explanations.\\n\\nStat 310 may be in the Stats department, but it is a math class. Don't hate the prof cause you don't like math.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2024-12-20 03:29:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e394628a2b23d25ed73a4b00\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"},{\"comment\":\"The course is very exam-heavy, with the midterm counting for 30% and the final 50% of the grade. However, the professor provides practice problems before each exam, and the actual test questions are very similar. Thus, it's important to take them seriously. Grading is very generous, and frequent bonus points help balance the course difficulty.\",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-05-16 14:48:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"ba54be3f4d7c4d72298a907e\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzAzMzcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"Diabolical he has this low of rating when there are some stats professors that are miles worse. I think his lectures are great and motivates the topics well and the homeworks were pretty fair. My only gripe is that lecture material doesn't match test material as the tests are more applied whereas lecture and hw content is more theoretical. \",\"course_id\":\"MATH/STAT 310\",\"date\":\"2025-12-25 05:52:49 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"33c8b1cb2dcbb282c1d402a2\",\"instructor_id\":\"rmp:2726941\",\"instructor_name\":\"Keith Levin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\"}],\"evidence_count\":13,\"review_ids\":[\"ef342bde5d894e699c22fbe8\",\"8bd9f18c3154b33c5e1d959e\",\"ff6a78c40a9dbe1865860e78\",\"3b619c146008cf2e3292ad8a\",\"2031c800808a814385c45e4b\",\"552aa353130034062ac49ae4\",\"126ab38a13cb646529b03b99\",\"34c89546dda2e0ea1c0b40b1\",\"a38e0a8f7b0a80f8bca0ed8e\",\"71940d6e467adbdb9e51f8b6\",\"e394628a2b23d25ed73a4b00\",\"ba54be3f4d7c4d72298a907e\",\"33c8b1cb2dcbb282c1d402a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530102\",\"name\":\"Bret Hanlon\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2107418\",\"name\":\"Bo Yang\"},{\"id\":\"rmp:2234533\",\"name\":\"Hyunseung Kang\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2726941\",\"name\":\"Keith Levin\"},{\"id\":\"rmp:355768\",\"name\":\"Ismor Fischer\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"},{\"id\":\"rmp:755215\",\"name\":\"Cecile Ane\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Sentiment is highly polarized based on the instructor. Positive reviews highlight helpful professors and fair exams, while negative reviews cite poor teaching and unfair exams.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310","catalog_version_id":"e49252b796e4572c554e8927cd931d05a3a32e6172cb8a83845727cc25b2d26f","record_version_id":"71a0e0a1df65f27a31bd4130daab8ac7bdccc1d284e19a5d1344213d2b089d24","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"80bbc7b4588ca4390932a2885f2ff51372e217152d4c000916df8a6a40bb5448","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d90e06ecd7e93b1f487abadaae48f5a2abb43161302489a67ec6cdecfd27ffc0\",\"course_id\":\"MATH/STAT 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d7b41c083f24f56aff511a2a\",\"message\":null,\"name\":\"Keith Levin\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2726941\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-10-18 00:54:25 +0000 UTC\",\"review_id\":\"356f8877aad487851324b0bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-04 23:47:29 +0000 UTC\",\"review_id\":\"d3e74b2cc07889762b2904d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NTEyNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-16 18:48:56 +0000 UTC\",\"review_id\":\"4e1f62bf35fc0f2008fc2cf4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-12 23:30:48 +0000 UTC\",\"review_id\":\"d77c091124318eb185e441d9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjYxOTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-07-11 17:51:05 +0000 UTC\",\"review_id\":\"c55eb89b5db8024217e051e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjY2OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-11-25 23:25:37 +0000 UTC\",\"review_id\":\"f1c4b74f5a22410d994738e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Keith Levin receives harsh criticism for unclear lectures that do not correlate with exams and for being impatient in office hours. Reviewers describe the course as overly difficult, with a significant mismatch between lecture content and test material.\"},{\"citations\":[{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-10-31 20:02:32 +0000 UTC\",\"review_id\":\"a2f020b70cc0f403ed63e829\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM5ODc4NTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-20 03:29:19 +0000 UTC\",\"review_id\":\"e394628a2b23d25ed73a4b00\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-17 21:37:26 +0000 UTC\",\"review_id\":\"246cc23f17c42c47560def3c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzE2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-25 05:52:49 +0000 UTC\",\"review_id\":\"33c8b1cb2dcbb282c1d402a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Conversely, some students praise Levin for motivating mathematical concepts and explaining material clearly. These reviewers appreciate his theoretical approach, though they note the course requires significant preparation and proof-based math background.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 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Levin\",\"review_date\":\"2025-11-25 23:25:37 +0000 UTC\",\"review_id\":\"f1c4b74f5a22410d994738e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-25 05:52:49 +0000 UTC\",\"review_id\":\"33c8b1cb2dcbb282c1d402a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"The course is described as difficult and intense, with long homeworks, high-stakes exams, and a significant gap between lecture content and test material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Bret Larget\",\"review_date\":\"2009-05-10 16:51:23 +0000 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Hanlon\",\"review_date\":\"2017-11-21 01:19:16 +0000 UTC\",\"review_id\":\"85b9b25dac02355e695768a5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530102\",\"source_review_id\":\"UmF0aW5nLTI4OTQ0NDQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530102\",\"type\":\"review\"},{\"instructor_name\":\"Hyunseung Kang\",\"review_date\":\"2018-12-28 00:48:59 +0000 UTC\",\"review_id\":\"34c89546dda2e0ea1c0b40b1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2234533\",\"source_review_id\":\"UmF0aW5nLTMxMTY1ODA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2234533\",\"type\":\"review\"},{\"instructor_name\":\"Garvesh Raskutti\",\"review_date\":\"2019-04-07 18:36:28 +0000 UTC\",\"review_id\":\"6f6dacb26b8da097aa7884d8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1870984\",\"source_review_id\":\"UmF0aW5nLTMxNTQ1MTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\",\"type\":\"review\"},{\"instructor_name\":\"Pixu Shi\",\"review_date\":\"2020-01-18 01:00:44 +0000 UTC\",\"review_id\":\"6080bd55526231a2cb9c1e10\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2525911\",\"source_review_id\":\"UmF0aW5nLTMyODQ3MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2525911\",\"type\":\"review\"},{\"instructor_name\":\"Panduan An\",\"review_date\":\"2020-05-13 18:43:47 +0000 UTC\",\"review_id\":\"d6d073252efb72f5f6cd55c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2546332\",\"source_review_id\":\"UmF0aW5nLTMzMjg1OTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\",\"type\":\"review\"},{\"instructor_name\":\"Garvesh Raskutti\",\"review_date\":\"2021-04-11 22:13:48 +0000 UTC\",\"review_id\":\"b934875df057e4fe876abff7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1870984\",\"source_review_id\":\"UmF0aW5nLTM0NTMzODQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\",\"type\":\"review\"},{\"instructor_name\":\"Bo Yang\",\"review_date\":\"2021-04-23 01:52:43 +0000 UTC\",\"review_id\":\"b495b03e45a58f37a1c3c5b5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2107418\",\"source_review_id\":\"UmF0aW5nLTM0NjA2MjMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2107418\",\"type\":\"review\"}],\"text\":\"Keith Levin has no reviewed history in this dataset. Historical reviews for Bret Larget, Cecile Ane, Ismor Fischer, Bret Hanlon, Hyunseung Kang, Garvesh Raskutti, Pixu Shi, Panduan An, and Bo Yang show extreme variance. Some were helpful and clear, while others were unprofessional, difficult, or unclear.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-10-18 00:54:25 +0000 UTC\",\"review_id\":\"356f8877aad487851324b0bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4Mjg0MDk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-04 23:47:29 +0000 UTC\",\"review_id\":\"d3e74b2cc07889762b2904d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NTEyNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-16 18:48:56 +0000 UTC\",\"review_id\":\"4e1f62bf35fc0f2008fc2cf4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NzA3ODA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-10-31 20:02:32 +0000 UTC\",\"review_id\":\"a2f020b70cc0f403ed63e829\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM5ODc4NTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-12 23:30:48 +0000 UTC\",\"review_id\":\"d77c091124318eb185e441d9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjYxOTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-20 03:29:19 +0000 UTC\",\"review_id\":\"e394628a2b23d25ed73a4b00\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-07-11 17:51:05 +0000 UTC\",\"review_id\":\"c55eb89b5db8024217e051e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjY2OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-11-25 23:25:37 +0000 UTC\",\"review_id\":\"f1c4b74f5a22410d994738e4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQxOTUzNDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-17 21:37:26 +0000 UTC\",\"review_id\":\"246cc23f17c42c47560def3c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzE2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-25 05:52:49 +0000 UTC\",\"review_id\":\"33c8b1cb2dcbb282c1d402a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzk2MDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Reviews for Keith Levin are sharply divided, with some calling him the worst professor due to unclear lectures and exam mismatches, while others praise his clear explanations and theoretical motivation.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.32 GPA, 56.3% A/AB (n=71 letter grades); Fall 2025: 3.26 GPA, 54.7% A/AB (n=53 letter grades); Spring 2026: 2.96 GPA, 42.6% A/AB (n=68 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2023-12-04 23:47:29 +0000 UTC\",\"review_id\":\"d3e74b2cc07889762b2904d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM4NTEyNTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-10-31 20:02:32 +0000 UTC\",\"review_id\":\"a2f020b70cc0f403ed63e829\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTM5ODc4NTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2024-12-20 03:29:19 +0000 UTC\",\"review_id\":\"e394628a2b23d25ed73a4b00\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMzkxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-07-11 17:51:05 +0000 UTC\",\"review_id\":\"c55eb89b5db8024217e051e9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQwMjY2OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"},{\"instructor_name\":\"Keith Levin\",\"review_date\":\"2025-12-17 21:37:26 +0000 UTC\",\"review_id\":\"246cc23f17c42c47560def3c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2726941\",\"source_review_id\":\"UmF0aW5nLTQyMzE2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2726941\",\"type\":\"review\"}],\"text\":\"Students report frustration with unclear lectures and limited office hour availability, though some find the theoretical approach helpful if they have prior proof-based math experience.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"BO YANG is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"BRET HANLON is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"BRET LARGET is recorded teaching in Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"}],\"text\":\"CECILE ANE is recorded teaching in Spring 2013. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"GARVESH RASKUTTI is recorded teaching in Spring 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"HYUNSEUNG KANG is recorded teaching in Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KEITH LEVIN is recorded teaching in Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"source_record\":{\"entity_id\":\"d5990fa7-26ea-3935-8a2d-77c07b800aac\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"PANDUAN AN is recorded teaching in Spring 2020, Spring 2025. 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