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I would highly recommend him. He is really interested in helping everyone learn and the homework and tests aren't too difficult.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2009-10-15 18:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"35ec0c02ac35be56633c3b06\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MjQzODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Dubious lecture skills, writing is small and sloppy, and doesn't speak while writing; taking notes is difficult. Doesn't always explain; assumes students know more than is realistic - thought everyone had taken analysis. Exams are crazy difficult. To be fair, I don't think he designed the course, and he did improve over time. I'd take 431 instead.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2013-12-30 13:01:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cc51465de18c9a2bfd4e69c4\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjc0MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Prof Zhang is a really nice guy. He can be a bit confusing with the way he explains material. He offers help on the homework problems before lectures so that is a bonus. The class seemed to lack structure so be prepared to jump around the textbook. The final is worth a very large portion of your grade so it can help/hurt depending on your score.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-01-09 23:27:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"97d83509e319f65360ee2fa7\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxMjMzODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Overall, Anru is a very nice professor. The main problem I have noticed is that he does a very poor job of explaining concepts in class. In addition, there is no structure to the class. He jumps around from chapter to chapter in the book. Unless you are ready to teach yourself outside of class, I do not recommend taking this class.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-04-04 16:40:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b9d0fd21f03303a1ea0be6f2\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTMxMTU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Professor Dudeja is excellent. His lectures are very clear, well-structured, and thoughtfully paced. He explains every idea with patience and precision. He is approachable, kind, and always respectful when answering questions.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2025-12-20 03:51:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d952dd78c3dc40e4310f4f9\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"}],\"evidence_count\":6,\"review_ids\":[\"35ec0c02ac35be56633c3b06\",\"d553ef1328488334c497734d\",\"cc51465de18c9a2bfd4e69c4\",\"97d83509e319f65360ee2fa7\",\"b9d0fd21f03303a1ea0be6f2\",\"3d952dd78c3dc40e4310f4f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching clarity varies significantly by instructor. Some professors are praised for clear, structured lectures, while others are criticized for being unclear, poorly paced, or difficult to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Really hard homework every week, took me hours each week, and it's worth 30% of your grade.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-03 15:39:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e3c77dac80f11d50a2355350\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI2NDUxODE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"Typical Krishna lecture: Says something obvious ... \\\"Does that make sense to everyone? Is that clear or...?\\\" Asks a baffling poorly-worded question ... seems surprised by the response or lack thereof Everything in this class is hard, but grades are curved, and he allows a \\\"cheat sheet\\\" on exams, so it won't ruin your GPA or anything.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-14 16:25:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c46253da17f1bccfac071cc2\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI2NTc1MTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"Tough course. He tries to be clear but expects you know your calculus. Hard homework and exams.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-17 18:05:48 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"bee508f566188a7d285b90a2\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjAwNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"This class was ridiculously hard. Lectures were easy to follow, but homework was waaaaay beyond the level of lectures and so were midterms. I would say how well you do in this class depends heavily on how good your TA is. My TA taught me all of the things I needed to know to get a good grade on midterms/homework.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-19 13:01:19 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"70276bc5ede8671587f71054\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NjE2NzUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Avoid her at any cost!!! I learned nothing from her class. Her English is hard to understand. Exams are way harder than practice and she is such a tough grader. She curves two identical classes differently instead of in the same pool. I am unlucky to join the class with a higher average score, so there is about no curve. Her class sucks!\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-12-20 16:49:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"465f77a40f54c5b9536712e5\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzI5OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"The professor is very intelligent and kind although the exams were pretty challenging. The exams were open-book but required high mathematical skills. IMO this is a MATH course rather than a STAT course\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-05-15 01:38:05 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4012997c07b54926d14b581b\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NDY1MjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"}],\"evidence_count\":6,\"review_ids\":[\"e3c77dac80f11d50a2355350\",\"c46253da17f1bccfac071cc2\",\"bee508f566188a7d285b90a2\",\"70276bc5ede8671587f71054\",\"465f77a40f54c5b9536712e5\",\"4012997c07b54926d14b581b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2134448\",\"name\":\"Krishnakumar Balasubramanian\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"summary\":\"The workload is often described as heavy, with difficult homework assignments that take many hours. Some students feel the workload is excessive relative to the learning outcomes.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Good professor, exams were mostly fair and if they weren't he offered retests. Grading scale is very fair, homework is somewhat irrelevant to exam questions. Overall very good.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2010-01-03 20:42:33 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a014cf809b349cfc3e01ec4f\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2NjcxMTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Very poorly paced class throughout the semester, started out very slow, and stayed that way for the first month or two, but then in the last 2 weeks of class, covered a month and a half worth of harder material that should have been done earlier.  Lets you have a 2 paged cheat sheet on the tests which is very nice, and class is curved.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-12-09 15:20:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9d9556da321d76ba827a596d\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3NDEwNjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Meh. Best part about this class is that for exams you get two 8.5x11 sheets of paper, front and back. Makes exams pretty easy.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2018-04-20 14:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ea2a566ad428651f1b18fec\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5ODUyNzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"He is so nice. Nimal offered notes for every class and his notes are pretty clear. For the exam, offering practice exam and you can bring as much as possible notes, you even can bring textbook. His hw and exam are easy. You can learn a lot from his lecture. Definitely taking his class again. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2023-09-07 02:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"17e73a1239eabd9977c6d60d\",\"instructor_id\":\"rmp:2911640\",\"instructor_name\":\"Nimal Wickremasinghe\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjA3MTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911640\"},{\"comment\":\"Prof Dudeja is really professional in stats. His lectures are very detailed (a little accent) and he provides lecture notes that cover all the materials. He cares about his students and applied a generous curve to the final exam. Highly recommend his class. (Overall workload is not large. 10 hw, 1 midterm and 1 final. Exams are not that hard.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-12-23 10:18:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"da6a3bdfe742a01448b7db2f\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"}],\"evidence_count\":6,\"review_ids\":[\"a014cf809b349cfc3e01ec4f\",\"d553ef1328488334c497734d\",\"9d9556da321d76ba827a596d\",\"9ea2a566ad428651f1b18fec\",\"17e73a1239eabd9977c6d60d\",\"da6a3bdfe742a01448b7db2f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:2911640\",\"name\":\"Nimal Wickremasinghe\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary. Some professors offer fair grading scales and retests, while others have extremely difficult exams. Cheat sheets are commonly allowed, which helps students.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Very poorly paced class throughout the semester, started out very slow, and stayed that way for the first month or two, but then in the last 2 weeks of class, covered a month and a half worth of harder material that should have been done earlier.  Lets you have a 2 paged cheat sheet on the tests which is very nice, and class is curved.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-12-09 15:20:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9d9556da321d76ba827a596d\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3NDEwNjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Prof Zhang is a really nice guy. He can be a bit confusing with the way he explains material. He offers help on the homework problems before lectures so that is a bonus. The class seemed to lack structure so be prepared to jump around the textbook. The final is worth a very large portion of your grade so it can help/hurt depending on your score.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-01-09 23:27:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"97d83509e319f65360ee2fa7\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxMjMzODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Overall, Anru is a very nice professor. The main problem I have noticed is that he does a very poor job of explaining concepts in class. In addition, there is no structure to the class. He jumps around from chapter to chapter in the book. Unless you are ready to teach yourself outside of class, I do not recommend taking this class.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-04-04 16:40:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b9d0fd21f03303a1ea0be6f2\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTMxMTU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Attending lectures is next to pointless. She simply just takes problems from the textbook and writes them on the board with little to no explanation. If you need a quiet place to nap for about an hour, her lecture is the place to be. The material is fairly easy. Only complaint is that the real test is wayyy harder than the practice tests she makes.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-12-03 20:39:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"445b033496220d6ceb2c3f28\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNTEzMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":5,\"review_ids\":[\"d553ef1328488334c497734d\",\"9d9556da321d76ba827a596d\",\"97d83509e319f65360ee2fa7\",\"b9d0fd21f03303a1ea0be6f2\",\"445b033496220d6ceb2c3f28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is inconsistent. Some semesters are well-structured, while others are described as lacking structure, poorly paced, or jumping around the textbook.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Great professor! I would highly recommend him. He is really interested in helping everyone learn and the homework and tests aren't too difficult.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2009-10-15 18:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"35ec0c02ac35be56633c3b06\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MjQzODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Dubious lecture skills, writing is small and sloppy, and doesn't speak while writing; taking notes is difficult. Doesn't always explain; assumes students know more than is realistic - thought everyone had taken analysis. Exams are crazy difficult. To be fair, I don't think he designed the course, and he did improve over time. I'd take 431 instead.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2013-12-30 13:01:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cc51465de18c9a2bfd4e69c4\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjc0MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Tests are extremely difficult and you will not have time to finish them. Curve is nice, I got a BC while coming out of the course with no grasp whatsoever on the material. He expects you to know a lot more than is covered in lecture, and you'd better have some statistical intuition. This course is HARD, try a different professor. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2014-12-19 11:40:54 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a19c71d8b6dff9799b3b96\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0MTQ0OTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"He is so nice. Nimal offered notes for every class and his notes are pretty clear. For the exam, offering practice exam and you can bring as much as possible notes, you even can bring textbook. His hw and exam are easy. You can learn a lot from his lecture. Definitely taking his class again. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2023-09-07 02:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"17e73a1239eabd9977c6d60d\",\"instructor_id\":\"rmp:2911640\",\"instructor_name\":\"Nimal Wickremasinghe\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjA3MTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911640\"},{\"comment\":\"Prof Dudeja is really professional in stats. His lectures are very detailed (a little accent) and he provides lecture notes that cover all the materials. He cares about his students and applied a generous curve to the final exam. Highly recommend his class. (Overall workload is not large. 10 hw, 1 midterm and 1 final. Exams are not that hard.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-12-23 10:18:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"da6a3bdfe742a01448b7db2f\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"},{\"comment\":\"Professor Dudeja is excellent. His lectures are very clear, well-structured, and thoughtfully paced. He explains every idea with patience and precision. He is approachable, kind, and always respectful when answering questions.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2025-12-20 03:51:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d952dd78c3dc40e4310f4f9\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"},{\"comment\":\"Thinking about this class semesters after taking it. If you're signed up for the fall, I am warning you, drop! It's boring, unclear, and exhausting. Please drop. You will be frustrated more than you can imagine. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2026-08-22 16:55:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9c62c995a08f9b54960b8db\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMzgxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":8,\"review_ids\":[\"35ec0c02ac35be56633c3b06\",\"d553ef1328488334c497734d\",\"cc51465de18c9a2bfd4e69c4\",\"54a19c71d8b6dff9799b3b96\",\"17e73a1239eabd9977c6d60d\",\"da6a3bdfe742a01448b7db2f\",\"3d952dd78c3dc40e4310f4f9\",\"d9c62c995a08f9b54960b8db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2911640\",\"name\":\"Nimal Wickremasinghe\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Overall student satisfaction is mixed, heavily dependent on the instructor. Some professors are highly recommended, while others are strongly advised against. The course itself is challenging but can be manageable with the right instructor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","catalog_version_id":"07efa76e0f8ade8e6ec996990971d3d867b67db9a662b83de50eb296a2e6b4b4","record_version_id":"c180b26773cf38a25f2206ee0bfef2818e5e6c0ab2c19d2bd85e42a1ee21aca5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"9e7f353b37a5154ec1f9087b3fda9ad0a4dcafe2108a3ce4c54106df821c6667","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234,376, or concurrent enrollment. 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I would highly recommend him. He is really interested in helping everyone learn and the homework and tests aren't too difficult.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2009-10-15 18:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"35ec0c02ac35be56633c3b06\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MjQzODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Dubious lecture skills, writing is small and sloppy, and doesn't speak while writing; taking notes is difficult. Doesn't always explain; assumes students know more than is realistic - thought everyone had taken analysis. Exams are crazy difficult. To be fair, I don't think he designed the course, and he did improve over time. I'd take 431 instead.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2013-12-30 13:01:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cc51465de18c9a2bfd4e69c4\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjc0MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Prof Zhang is a really nice guy. He can be a bit confusing with the way he explains material. He offers help on the homework problems before lectures so that is a bonus. The class seemed to lack structure so be prepared to jump around the textbook. The final is worth a very large portion of your grade so it can help/hurt depending on your score.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-01-09 23:27:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"97d83509e319f65360ee2fa7\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxMjMzODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Overall, Anru is a very nice professor. The main problem I have noticed is that he does a very poor job of explaining concepts in class. In addition, there is no structure to the class. He jumps around from chapter to chapter in the book. Unless you are ready to teach yourself outside of class, I do not recommend taking this class.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-04-04 16:40:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b9d0fd21f03303a1ea0be6f2\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTMxMTU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Professor Dudeja is excellent. His lectures are very clear, well-structured, and thoughtfully paced. He explains every idea with patience and precision. He is approachable, kind, and always respectful when answering questions.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2025-12-20 03:51:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d952dd78c3dc40e4310f4f9\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"}],\"evidence_count\":6,\"review_ids\":[\"35ec0c02ac35be56633c3b06\",\"d553ef1328488334c497734d\",\"cc51465de18c9a2bfd4e69c4\",\"97d83509e319f65360ee2fa7\",\"b9d0fd21f03303a1ea0be6f2\",\"3d952dd78c3dc40e4310f4f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching clarity varies significantly by instructor. Some professors are praised for clear, structured lectures, while others are criticized for being unclear, poorly paced, or difficult to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Really hard homework every week, took me hours each week, and it's worth 30% of your grade.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-03 15:39:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e3c77dac80f11d50a2355350\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI2NDUxODE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"Typical Krishna lecture: Says something obvious ... \\\"Does that make sense to everyone? Is that clear or...?\\\" Asks a baffling poorly-worded question ... seems surprised by the response or lack thereof Everything in this class is hard, but grades are curved, and he allows a \\\"cheat sheet\\\" on exams, so it won't ruin your GPA or anything.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-14 16:25:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c46253da17f1bccfac071cc2\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI2NTc1MTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"Tough course. He tries to be clear but expects you know your calculus. Hard homework and exams.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-17 18:05:48 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"bee508f566188a7d285b90a2\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjAwNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"This class was ridiculously hard. Lectures were easy to follow, but homework was waaaaay beyond the level of lectures and so were midterms. I would say how well you do in this class depends heavily on how good your TA is. My TA taught me all of the things I needed to know to get a good grade on midterms/homework.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-19 13:01:19 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"70276bc5ede8671587f71054\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NjE2NzUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Avoid her at any cost!!! I learned nothing from her class. Her English is hard to understand. Exams are way harder than practice and she is such a tough grader. She curves two identical classes differently instead of in the same pool. I am unlucky to join the class with a higher average score, so there is about no curve. Her class sucks!\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-12-20 16:49:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"465f77a40f54c5b9536712e5\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzI5OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"The professor is very intelligent and kind although the exams were pretty challenging. The exams were open-book but required high mathematical skills. IMO this is a MATH course rather than a STAT course\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-05-15 01:38:05 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4012997c07b54926d14b581b\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NDY1MjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"}],\"evidence_count\":6,\"review_ids\":[\"e3c77dac80f11d50a2355350\",\"c46253da17f1bccfac071cc2\",\"bee508f566188a7d285b90a2\",\"70276bc5ede8671587f71054\",\"465f77a40f54c5b9536712e5\",\"4012997c07b54926d14b581b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2134448\",\"name\":\"Krishnakumar Balasubramanian\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"summary\":\"The workload is often described as heavy, with difficult homework assignments that take many hours. Some students feel the workload is excessive relative to the learning outcomes.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Good professor, exams were mostly fair and if they weren't he offered retests. Grading scale is very fair, homework is somewhat irrelevant to exam questions. Overall very good.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2010-01-03 20:42:33 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a014cf809b349cfc3e01ec4f\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2NjcxMTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Very poorly paced class throughout the semester, started out very slow, and stayed that way for the first month or two, but then in the last 2 weeks of class, covered a month and a half worth of harder material that should have been done earlier.  Lets you have a 2 paged cheat sheet on the tests which is very nice, and class is curved.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-12-09 15:20:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9d9556da321d76ba827a596d\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3NDEwNjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Meh. Best part about this class is that for exams you get two 8.5x11 sheets of paper, front and back. Makes exams pretty easy.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2018-04-20 14:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ea2a566ad428651f1b18fec\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5ODUyNzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"He is so nice. Nimal offered notes for every class and his notes are pretty clear. For the exam, offering practice exam and you can bring as much as possible notes, you even can bring textbook. His hw and exam are easy. You can learn a lot from his lecture. Definitely taking his class again. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2023-09-07 02:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"17e73a1239eabd9977c6d60d\",\"instructor_id\":\"rmp:2911640\",\"instructor_name\":\"Nimal Wickremasinghe\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjA3MTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911640\"},{\"comment\":\"Prof Dudeja is really professional in stats. His lectures are very detailed (a little accent) and he provides lecture notes that cover all the materials. He cares about his students and applied a generous curve to the final exam. Highly recommend his class. (Overall workload is not large. 10 hw, 1 midterm and 1 final. Exams are not that hard.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-12-23 10:18:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"da6a3bdfe742a01448b7db2f\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"}],\"evidence_count\":6,\"review_ids\":[\"a014cf809b349cfc3e01ec4f\",\"d553ef1328488334c497734d\",\"9d9556da321d76ba827a596d\",\"9ea2a566ad428651f1b18fec\",\"17e73a1239eabd9977c6d60d\",\"da6a3bdfe742a01448b7db2f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:2911640\",\"name\":\"Nimal Wickremasinghe\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary. Some professors offer fair grading scales and retests, while others have extremely difficult exams. Cheat sheets are commonly allowed, which helps students.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Very poorly paced class throughout the semester, started out very slow, and stayed that way for the first month or two, but then in the last 2 weeks of class, covered a month and a half worth of harder material that should have been done earlier.  Lets you have a 2 paged cheat sheet on the tests which is very nice, and class is curved.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-12-09 15:20:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9d9556da321d76ba827a596d\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3NDEwNjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Prof Zhang is a really nice guy. He can be a bit confusing with the way he explains material. He offers help on the homework problems before lectures so that is a bonus. The class seemed to lack structure so be prepared to jump around the textbook. The final is worth a very large portion of your grade so it can help/hurt depending on your score.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-01-09 23:27:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"97d83509e319f65360ee2fa7\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxMjMzODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Overall, Anru is a very nice professor. The main problem I have noticed is that he does a very poor job of explaining concepts in class. In addition, there is no structure to the class. He jumps around from chapter to chapter in the book. Unless you are ready to teach yourself outside of class, I do not recommend taking this class.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-04-04 16:40:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b9d0fd21f03303a1ea0be6f2\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTMxMTU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Attending lectures is next to pointless. She simply just takes problems from the textbook and writes them on the board with little to no explanation. If you need a quiet place to nap for about an hour, her lecture is the place to be. The material is fairly easy. Only complaint is that the real test is wayyy harder than the practice tests she makes.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-12-03 20:39:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"445b033496220d6ceb2c3f28\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNTEzMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":5,\"review_ids\":[\"d553ef1328488334c497734d\",\"9d9556da321d76ba827a596d\",\"97d83509e319f65360ee2fa7\",\"b9d0fd21f03303a1ea0be6f2\",\"445b033496220d6ceb2c3f28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is inconsistent. Some semesters are well-structured, while others are described as lacking structure, poorly paced, or jumping around the textbook.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Great professor! I would highly recommend him. He is really interested in helping everyone learn and the homework and tests aren't too difficult.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2009-10-15 18:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"35ec0c02ac35be56633c3b06\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MjQzODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Dubious lecture skills, writing is small and sloppy, and doesn't speak while writing; taking notes is difficult. Doesn't always explain; assumes students know more than is realistic - thought everyone had taken analysis. Exams are crazy difficult. To be fair, I don't think he designed the course, and he did improve over time. I'd take 431 instead.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2013-12-30 13:01:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cc51465de18c9a2bfd4e69c4\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjc0MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Tests are extremely difficult and you will not have time to finish them. Curve is nice, I got a BC while coming out of the course with no grasp whatsoever on the material. He expects you to know a lot more than is covered in lecture, and you'd better have some statistical intuition. This course is HARD, try a different professor. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2014-12-19 11:40:54 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a19c71d8b6dff9799b3b96\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0MTQ0OTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"He is so nice. Nimal offered notes for every class and his notes are pretty clear. For the exam, offering practice exam and you can bring as much as possible notes, you even can bring textbook. His hw and exam are easy. You can learn a lot from his lecture. Definitely taking his class again. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2023-09-07 02:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"17e73a1239eabd9977c6d60d\",\"instructor_id\":\"rmp:2911640\",\"instructor_name\":\"Nimal Wickremasinghe\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjA3MTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911640\"},{\"comment\":\"Prof Dudeja is really professional in stats. His lectures are very detailed (a little accent) and he provides lecture notes that cover all the materials. He cares about his students and applied a generous curve to the final exam. Highly recommend his class. (Overall workload is not large. 10 hw, 1 midterm and 1 final. Exams are not that hard.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-12-23 10:18:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"da6a3bdfe742a01448b7db2f\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"},{\"comment\":\"Professor Dudeja is excellent. His lectures are very clear, well-structured, and thoughtfully paced. He explains every idea with patience and precision. He is approachable, kind, and always respectful when answering questions.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2025-12-20 03:51:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d952dd78c3dc40e4310f4f9\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"},{\"comment\":\"Thinking about this class semesters after taking it. If you're signed up for the fall, I am warning you, drop! It's boring, unclear, and exhausting. Please drop. You will be frustrated more than you can imagine. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2026-08-22 16:55:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9c62c995a08f9b54960b8db\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMzgxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":8,\"review_ids\":[\"35ec0c02ac35be56633c3b06\",\"d553ef1328488334c497734d\",\"cc51465de18c9a2bfd4e69c4\",\"54a19c71d8b6dff9799b3b96\",\"17e73a1239eabd9977c6d60d\",\"da6a3bdfe742a01448b7db2f\",\"3d952dd78c3dc40e4310f4f9\",\"d9c62c995a08f9b54960b8db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2911640\",\"name\":\"Nimal Wickremasinghe\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Overall student satisfaction is mixed, heavily dependent on the instructor. Some professors are highly recommended, while others are strongly advised against. The course itself is challenging but can be manageable with the right instructor.\"}]}","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_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","catalog_version_id":"07efa76e0f8ade8e6ec996990971d3d867b67db9a662b83de50eb296a2e6b4b4","record_version_id":"c180b26773cf38a25f2206ee0bfef2818e5e6c0ab2c19d2bd85e42a1ee21aca5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6ef78285ce32068a587981ea6d554afa6c610194c5c6529c195adee1cfdfe31c","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"e09f05151486452f47200fec6d6d69f56fdd49d3f3f754dfa0d98d9b10316f2f\",\"course_id\":\"MATH/STAT 309\",\"current_instructors\":[{\"instructor_uid\":\"instructor_3272c3c61cb08e4f362e009f\",\"message\":\"No course-specific reviews available\",\"name\":\"Nicolas Garcia Trillos\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_595d1dead150732dcfda51bd\",\"message\":\"Summary generation failed\",\"name\":\"Rishabh Dudeja\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:3048822\",\"summary\":[{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.41 GPA, 68.4% A/AB (n=38 letter grades); Fall 2024: 3.13 GPA, 45.6% A/AB (n=68 letter grades); Fall 2025: 3.42 GPA, 69.0% A/AB (n=71 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_595d1dead150732dcfda51bd\",\"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 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.45 GPA, 59.4% A/AB (n=69 letter grades); Fall 2025: 3.33 GPA, 64.2% A/AB (n=137 letter grades); Spring 2026: 2.98 GPA, 47.5% A/AB (n=120 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"ANRU ZHANG is recorded teaching in Fall 2015, Fall 2016, Spring 2017, Spring 2018, Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"BRET LARGET is recorded teaching in Fall 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"GARVESH RASKUTTI is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"KRISHNAKUMAR BALASUBRAMANIAN is recorded teaching in Spring 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MATTHEW BLOSS is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"NIMAL WICKREMASINGHE is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"PANDUAN AN is recorded teaching in Fall 2019, Spring 2020, Fall 2020, Fall 2022, Spring 2024, Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"RISHABH DUDEJA 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 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"YAZHEN WANG is recorded teaching in Fall 2010, Fall 2011, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_595d1dead150732dcfda51bd\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","catalog_version_id":"07efa76e0f8ade8e6ec996990971d3d867b67db9a662b83de50eb296a2e6b4b4","record_version_id":"c180b26773cf38a25f2206ee0bfef2818e5e6c0ab2c19d2bd85e42a1ee21aca5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b1cd1a92d202a50d685768aca466dea9aac69d6ef59260c95e23c708f21d032d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234,376, or concurrent enrollment. 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I would highly recommend him. He is really interested in helping everyone learn and the homework and tests aren't too difficult.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2009-10-15 18:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"35ec0c02ac35be56633c3b06\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MjQzODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Dubious lecture skills, writing is small and sloppy, and doesn't speak while writing; taking notes is difficult. Doesn't always explain; assumes students know more than is realistic - thought everyone had taken analysis. Exams are crazy difficult. To be fair, I don't think he designed the course, and he did improve over time. I'd take 431 instead.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2013-12-30 13:01:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cc51465de18c9a2bfd4e69c4\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjc0MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Prof Zhang is a really nice guy. He can be a bit confusing with the way he explains material. He offers help on the homework problems before lectures so that is a bonus. The class seemed to lack structure so be prepared to jump around the textbook. The final is worth a very large portion of your grade so it can help/hurt depending on your score.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-01-09 23:27:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"97d83509e319f65360ee2fa7\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxMjMzODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Overall, Anru is a very nice professor. The main problem I have noticed is that he does a very poor job of explaining concepts in class. In addition, there is no structure to the class. He jumps around from chapter to chapter in the book. Unless you are ready to teach yourself outside of class, I do not recommend taking this class.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-04-04 16:40:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b9d0fd21f03303a1ea0be6f2\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTMxMTU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Professor Dudeja is excellent. His lectures are very clear, well-structured, and thoughtfully paced. He explains every idea with patience and precision. He is approachable, kind, and always respectful when answering questions.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2025-12-20 03:51:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d952dd78c3dc40e4310f4f9\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"}],\"evidence_count\":6,\"review_ids\":[\"35ec0c02ac35be56633c3b06\",\"d553ef1328488334c497734d\",\"cc51465de18c9a2bfd4e69c4\",\"97d83509e319f65360ee2fa7\",\"b9d0fd21f03303a1ea0be6f2\",\"3d952dd78c3dc40e4310f4f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching clarity varies significantly by instructor. Some professors are praised for clear, structured lectures, while others are criticized for being unclear, poorly paced, or difficult to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Really hard homework every week, took me hours each week, and it's worth 30% of your grade.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-03 15:39:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"e3c77dac80f11d50a2355350\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI2NDUxODE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"Typical Krishna lecture: Says something obvious ... \\\"Does that make sense to everyone? Is that clear or...?\\\" Asks a baffling poorly-worded question ... seems surprised by the response or lack thereof Everything in this class is hard, but grades are curved, and he allows a \\\"cheat sheet\\\" on exams, so it won't ruin your GPA or anything.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-14 16:25:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c46253da17f1bccfac071cc2\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI2NTc1MTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"Tough course. He tries to be clear but expects you know your calculus. Hard homework and exams.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-17 18:05:48 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"bee508f566188a7d285b90a2\",\"instructor_id\":\"rmp:2134448\",\"instructor_name\":\"Krishnakumar Balasubramanian\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2NjAwNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2134448\"},{\"comment\":\"This class was ridiculously hard. Lectures were easy to follow, but homework was waaaaay beyond the level of lectures and so were midterms. I would say how well you do in this class depends heavily on how good your TA is. My TA taught me all of the things I needed to know to get a good grade on midterms/homework.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-05-19 13:01:19 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"70276bc5ede8671587f71054\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NjE2NzUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Avoid her at any cost!!! I learned nothing from her class. Her English is hard to understand. Exams are way harder than practice and she is such a tough grader. She curves two identical classes differently instead of in the same pool. I am unlucky to join the class with a higher average score, so there is about no curve. Her class sucks!\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-12-20 16:49:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"465f77a40f54c5b9536712e5\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzI5OTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"},{\"comment\":\"The professor is very intelligent and kind although the exams were pretty challenging. The exams were open-book but required high mathematical skills. IMO this is a MATH course rather than a STAT course\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-05-15 01:38:05 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"4012997c07b54926d14b581b\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NDY1MjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"}],\"evidence_count\":6,\"review_ids\":[\"e3c77dac80f11d50a2355350\",\"c46253da17f1bccfac071cc2\",\"bee508f566188a7d285b90a2\",\"70276bc5ede8671587f71054\",\"465f77a40f54c5b9536712e5\",\"4012997c07b54926d14b581b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2134448\",\"name\":\"Krishnakumar Balasubramanian\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"summary\":\"The workload is often described as heavy, with difficult homework assignments that take many hours. Some students feel the workload is excessive relative to the learning outcomes.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Good professor, exams were mostly fair and if they weren't he offered retests. Grading scale is very fair, homework is somewhat irrelevant to exam questions. Overall very good.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2010-01-03 20:42:33 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a014cf809b349cfc3e01ec4f\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2NjcxMTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Very poorly paced class throughout the semester, started out very slow, and stayed that way for the first month or two, but then in the last 2 weeks of class, covered a month and a half worth of harder material that should have been done earlier.  Lets you have a 2 paged cheat sheet on the tests which is very nice, and class is curved.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-12-09 15:20:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9d9556da321d76ba827a596d\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3NDEwNjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Meh. Best part about this class is that for exams you get two 8.5x11 sheets of paper, front and back. Makes exams pretty easy.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2018-04-20 14:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9ea2a566ad428651f1b18fec\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI5ODUyNzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"He is so nice. Nimal offered notes for every class and his notes are pretty clear. For the exam, offering practice exam and you can bring as much as possible notes, you even can bring textbook. His hw and exam are easy. You can learn a lot from his lecture. Definitely taking his class again. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2023-09-07 02:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"17e73a1239eabd9977c6d60d\",\"instructor_id\":\"rmp:2911640\",\"instructor_name\":\"Nimal Wickremasinghe\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjA3MTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911640\"},{\"comment\":\"Prof Dudeja is really professional in stats. His lectures are very detailed (a little accent) and he provides lecture notes that cover all the materials. He cares about his students and applied a generous curve to the final exam. Highly recommend his class. (Overall workload is not large. 10 hw, 1 midterm and 1 final. Exams are not that hard.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-12-23 10:18:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"da6a3bdfe742a01448b7db2f\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"}],\"evidence_count\":6,\"review_ids\":[\"a014cf809b349cfc3e01ec4f\",\"d553ef1328488334c497734d\",\"9d9556da321d76ba827a596d\",\"9ea2a566ad428651f1b18fec\",\"17e73a1239eabd9977c6d60d\",\"da6a3bdfe742a01448b7db2f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:2911640\",\"name\":\"Nimal Wickremasinghe\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods vary. Some professors offer fair grading scales and retests, while others have extremely difficult exams. Cheat sheets are commonly allowed, which helps students.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Very poorly paced class throughout the semester, started out very slow, and stayed that way for the first month or two, but then in the last 2 weeks of class, covered a month and a half worth of harder material that should have been done earlier.  Lets you have a 2 paged cheat sheet on the tests which is very nice, and class is curved.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2016-12-09 15:20:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9d9556da321d76ba827a596d\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI3NDEwNjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Prof Zhang is a really nice guy. He can be a bit confusing with the way he explains material. He offers help on the homework problems before lectures so that is a bonus. The class seemed to lack structure so be prepared to jump around the textbook. The final is worth a very large portion of your grade so it can help/hurt depending on your score.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-01-09 23:27:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"97d83509e319f65360ee2fa7\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMxMjMzODkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Overall, Anru is a very nice professor. The main problem I have noticed is that he does a very poor job of explaining concepts in class. In addition, there is no structure to the class. He jumps around from chapter to chapter in the book. Unless you are ready to teach yourself outside of class, I do not recommend taking this class.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-04-04 16:40:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b9d0fd21f03303a1ea0be6f2\",\"instructor_id\":\"rmp:2127807\",\"instructor_name\":\"Anru Zhang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTMxMTU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2127807\"},{\"comment\":\"Attending lectures is next to pointless. She simply just takes problems from the textbook and writes them on the board with little to no explanation. If you need a quiet place to nap for about an hour, her lecture is the place to be. The material is fairly easy. Only complaint is that the real test is wayyy harder than the practice tests she makes.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2019-12-03 20:39:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"445b033496220d6ceb2c3f28\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMyNTEzMjcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":5,\"review_ids\":[\"d553ef1328488334c497734d\",\"9d9556da321d76ba827a596d\",\"97d83509e319f65360ee2fa7\",\"b9d0fd21f03303a1ea0be6f2\",\"445b033496220d6ceb2c3f28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:2127807\",\"name\":\"Anru Zhang\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is inconsistent. Some semesters are well-structured, while others are described as lacking structure, poorly paced, or jumping around the textbook.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Great professor! I would highly recommend him. He is really interested in helping everyone learn and the homework and tests aren't too difficult.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2009-10-15 18:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"35ec0c02ac35be56633c3b06\",\"instructor_id\":\"rmp:566625\",\"instructor_name\":\"Bret Larget\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MjQzODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\"},{\"comment\":\"Very solid professor. You can tell he is interested in the subject and likes teaching. His accent is a little much but understandable and it is not as boring as other reviewers say he is. Content laid out for you straightforward. Tests are challenging but very do-able. Do his sample exams, the actual ones are VERY similar. I would recommend him.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2011-12-13 21:09:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d553ef1328488334c497734d\",\"instructor_id\":\"rmp:1357778\",\"instructor_name\":\"Yazhen Wang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE5NDk0NjQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1357778\"},{\"comment\":\"Dubious lecture skills, writing is small and sloppy, and doesn't speak while writing; taking notes is difficult. Doesn't always explain; assumes students know more than is realistic - thought everyone had taken analysis. Exams are crazy difficult. To be fair, I don't think he designed the course, and he did improve over time. I'd take 431 instead.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2013-12-30 13:01:46 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cc51465de18c9a2bfd4e69c4\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIyNjc0MTc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"Tests are extremely difficult and you will not have time to finish them. Curve is nice, I got a BC while coming out of the course with no grasp whatsoever on the material. He expects you to know a lot more than is covered in lecture, and you'd better have some statistical intuition. This course is HARD, try a different professor. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2014-12-19 11:40:54 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"54a19c71d8b6dff9799b3b96\",\"instructor_id\":\"rmp:1870984\",\"instructor_name\":\"Garvesh Raskutti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0MTQ0OTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1870984\"},{\"comment\":\"He is so nice. Nimal offered notes for every class and his notes are pretty clear. For the exam, offering practice exam and you can bring as much as possible notes, you even can bring textbook. His hw and exam are easy. You can learn a lot from his lecture. Definitely taking his class again. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2023-09-07 02:38:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"17e73a1239eabd9977c6d60d\",\"instructor_id\":\"rmp:2911640\",\"instructor_name\":\"Nimal Wickremasinghe\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MjA3MTU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911640\"},{\"comment\":\"Prof Dudeja is really professional in stats. His lectures are very detailed (a little accent) and he provides lecture notes that cover all the materials. He cares about his students and applied a generous curve to the final exam. Highly recommend his class. (Overall workload is not large. 10 hw, 1 midterm and 1 final. Exams are not that hard.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2024-12-23 10:18:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"da6a3bdfe742a01448b7db2f\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"},{\"comment\":\"Professor Dudeja is excellent. His lectures are very clear, well-structured, and thoughtfully paced. He explains every idea with patience and precision. He is approachable, kind, and always respectful when answering questions.\",\"course_id\":\"MATH/STAT 309\",\"date\":\"2025-12-20 03:51:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3d952dd78c3dc40e4310f4f9\",\"instructor_id\":\"rmp:3048822\",\"instructor_name\":\"Rishabh  Dudeja\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\"},{\"comment\":\"Thinking about this class semesters after taking it. If you're signed up for the fall, I am warning you, drop! It's boring, unclear, and exhausting. Please drop. You will be frustrated more than you can imagine. \",\"course_id\":\"MATH/STAT 309\",\"date\":\"2026-08-22 16:55:31 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9c62c995a08f9b54960b8db\",\"instructor_id\":\"rmp:2546332\",\"instructor_name\":\"Panduan An\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMzgxODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2546332\"}],\"evidence_count\":8,\"review_ids\":[\"35ec0c02ac35be56633c3b06\",\"d553ef1328488334c497734d\",\"cc51465de18c9a2bfd4e69c4\",\"54a19c71d8b6dff9799b3b96\",\"17e73a1239eabd9977c6d60d\",\"da6a3bdfe742a01448b7db2f\",\"3d952dd78c3dc40e4310f4f9\",\"d9c62c995a08f9b54960b8db\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1357778\",\"name\":\"Yazhen Wang\"},{\"id\":\"rmp:1870984\",\"name\":\"Garvesh Raskutti\"},{\"id\":\"rmp:2546332\",\"name\":\"Panduan An\"},{\"id\":\"rmp:2911640\",\"name\":\"Nimal Wickremasinghe\"},{\"id\":\"rmp:3048822\",\"name\":\"Rishabh  Dudeja\"},{\"id\":\"rmp:566625\",\"name\":\"Bret Larget\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"summary\":\"Overall student satisfaction is mixed, heavily dependent on the instructor. Some professors are highly recommended, while others are strongly advised against. The course itself is challenging but can be manageable with the right instructor.\"}]}","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_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","catalog_version_id":"07efa76e0f8ade8e6ec996990971d3d867b67db9a662b83de50eb296a2e6b4b4","record_version_id":"c180b26773cf38a25f2206ee0bfef2818e5e6c0ab2c19d2bd85e42a1ee21aca5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b1cd1a92d202a50d685768aca466dea9aac69d6ef59260c95e23c708f21d032d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e09f05151486452f47200fec6d6d69f56fdd49d3f3f754dfa0d98d9b10316f2f\",\"course_id\":\"MATH/STAT 309\",\"current_instructors\":[{\"instructor_uid\":\"instructor_3272c3c61cb08e4f362e009f\",\"message\":\"No course-specific reviews available\",\"name\":\"Nicolas Garcia Trillos\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_595d1dead150732dcfda51bd\",\"message\":null,\"name\":\"Rishabh Dudeja\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:3048822\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2024-11-21 20:57:17 +0000 UTC\",\"review_id\":\"c9ccda66bb1f18769dee40e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwMDA2OTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2024-12-23 10:18:04 +0000 UTC\",\"review_id\":\"da6a3bdfe742a01448b7db2f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2024-12-23 23:26:36 +0000 UTC\",\"review_id\":\"bcbee7b011d0f7d04178cd03\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwNDI2MzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2025-02-25 07:10:47 +0000 UTC\",\"review_id\":\"d0d527a21da0c2d145b83014\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwNzA1NTcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2025-10-15 18:08:30 +0000 UTC\",\"review_id\":\"b369dc3a17f764c95e5b7d28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQxNzE5Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2025-12-20 03:51:54 +0000 UTC\",\"review_id\":\"3d952dd78c3dc40e4310f4f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"}],\"text\":\"Rishabh Dudeja is consistently praised for clear, well-structured lectures and deep subject knowledge. Reviewers highlight his patience, professionalism, and approachability in office hours. Some note a focus on proofs over applications, but overall he is highly recommended for his teaching quality.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.41 GPA, 68.4% A/AB (n=38 letter grades); Fall 2024: 3.13 GPA, 45.6% A/AB (n=68 letter grades); Fall 2025: 3.42 GPA, 69.0% A/AB (n=71 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2024-12-23 10:18:04 +0000 UTC\",\"review_id\":\"da6a3bdfe742a01448b7db2f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2025-02-25 07:10:47 +0000 UTC\",\"review_id\":\"d0d527a21da0c2d145b83014\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwNzA1NTcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2025-10-15 18:08:30 +0000 UTC\",\"review_id\":\"b369dc3a17f764c95e5b7d28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQxNzE5Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"}],\"text\":\"The workload includes ten homeworks, one midterm, and one final, with exams described as easy if students engage with the provided materials.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Bret Larget\",\"review_date\":\"2010-01-03 20:42:33 +0000 UTC\",\"review_id\":\"a014cf809b349cfc3e01ec4f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:566625\",\"source_review_id\":\"UmF0aW5nLTE2NjcxMTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/566625\",\"type\":\"review\"}],\"text\":\"Bret Larget is described as a good professor with fair exams and grading, though homework is irrelevant to tests. He offered retests for unfair exams. This historical review highlights his supportive approach to assessment.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2024-11-21 20:57:17 +0000 UTC\",\"review_id\":\"c9ccda66bb1f18769dee40e0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwMDA2OTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2024-12-23 10:18:04 +0000 UTC\",\"review_id\":\"da6a3bdfe742a01448b7db2f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwNDIyMjcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"},{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2025-12-20 03:51:54 +0000 UTC\",\"review_id\":\"3d952dd78c3dc40e4310f4f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQyMzU2MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"}],\"text\":\"Rishabh Dudeja is highly recommended for his professional, clear, and well-structured lectures in probability and statistics.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.45 GPA, 59.4% A/AB (n=69 letter grades); Fall 2025: 3.33 GPA, 64.2% A/AB (n=137 letter grades); Spring 2026: 2.98 GPA, 47.5% A/AB (n=120 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Rishabh  Dudeja\",\"review_date\":\"2025-02-25 07:10:47 +0000 UTC\",\"review_id\":\"d0d527a21da0c2d145b83014\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3048822\",\"source_review_id\":\"UmF0aW5nLTQwNzA1NTcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3048822\",\"type\":\"review\"}],\"text\":\"Students find the professor easy to understand and knowledgeable, though some criticize the heavy focus on proofs over practical applications.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"ANRU ZHANG is recorded teaching in Fall 2015, Fall 2016, Spring 2017, Spring 2018, Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"BRET LARGET is recorded teaching in Fall 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"GARVESH RASKUTTI is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"KRISHNAKUMAR BALASUBRAMANIAN is recorded teaching in Spring 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MATTHEW BLOSS is recorded teaching in Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"NIMAL WICKREMASINGHE is recorded teaching in Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"PANDUAN AN is recorded teaching in Fall 2019, Spring 2020, Fall 2020, Fall 2022, Spring 2024, Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"RISHABH DUDEJA 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 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"MATH/STAT 309\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"source_record\":{\"entity_id\":\"2eacb08c-4327-3ff0-aa76-deb43ec562c4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"YAZHEN WANG is recorded teaching in Fall 2010, Fall 2011, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]