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376\",\"date\":\"2004-11-11 20:13:10 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ec42ab4206a3c0e5c41db35d\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3MTQ2MTQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"One of the most wasteful lectures I have ever attended; book and auxillary notes were completely useless.  Expect a professor who loves to mess with non-electrical engineers.\",\"course_id\":\"ECE 376\",\"date\":\"2005-02-16 21:48:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a07ba180c22457248f63776d\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjUxOTg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"Really terrible professor. Is no help at all. Answers your questions with questions. Smart guy, terrible professor. He thinks people like the material, but no one cares. Overall the class sucks, and he just makes it suck more.\",\"course_id\":\"ECE 376\",\"date\":\"2005-12-19 00:16:30 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"30187466cc3fc94bafd4c8ac\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjA4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"The structure of this class was horrible.  The lectures were not helpful at all and I basically taught everything to myself.  Other than that the tests and homeworks were fair.  If you don't have to take this  class, i would avoid it.\",\"course_id\":\"ECE 376\",\"date\":\"2015-12-20 19:32:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"afea48c028661174781de247\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI1NzgzNjQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"He obviously knows what he's talking about but he can't convey it well to you. Takes off points for trying. Would not recommend.\",\"course_id\":\"ECE 376\",\"date\":\"2017-12-19 16:37:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"235b55aeee019b67ae3e4975\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5Mjc4Nzc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"}],\"evidence_count\":5,\"review_ids\":[\"ec42ab4206a3c0e5c41db35d\",\"a07ba180c22457248f63776d\",\"30187466cc3fc94bafd4c8ac\",\"afea48c028661174781de247\",\"235b55aeee019b67ae3e4975\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:131224\",\"name\":\"Paul Milenkovic\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:131224\",\"summary\":\"Cited reviews criticize Paul Milenkovic for unclear explanations, unhelpful lectures, and poor communication of course material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I don't understand all the hate. Milenkovic might be a prick, but he's entertaining, homework is short, exams are easy, and he does examples in class. What more could you want?\",\"course_id\":\"ECE 376\",\"date\":\"2007-10-09 20:24:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"3af91a9f2df65bcc3e31d01a\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNTE2MTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"He gets a bad rep because he does go on tangents but his notes are really helpful and he makes his class really easy.  especially if you go to his 3 hour office hour.  He tells you exactly whats on the exams.\",\"course_id\":\"ECE 376\",\"date\":\"2011-04-21 12:08:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e3b6f7d557b4791b7deb0223\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4NDQ2NzQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"Spends a lot of the lecture period talking about stupid stuff nobody cares about. Is prone to calling out students who aren't paying attention in class. Homework is doable and exams aren't bad, but during lecture he clearly wants to be somewhere else. Labs were pretty standard.\",\"course_id\":\"ECE 376\",\"date\":\"2012-05-13 03:34:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6e58e8aa90eeb0594f33e938\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwMjY5NzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"}],\"evidence_count\":3,\"review_ids\":[\"3af91a9f2df65bcc3e31d01a\",\"e3b6f7d557b4791b7deb0223\",\"6e58e8aa90eeb0594f33e938\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:131224\",\"name\":\"Paul Milenkovic\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:131224\",\"summary\":\"Some reviewers describe Paul Milenkovic's homework as short and exams as easy or fair, despite lecture quality concerns.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I have had the honor of being a student for and ta-ing with Steve. He gets a lot of flack for having difficult classes but the thing is he will never test you on something he hasn't taught. ECE376 isn't meant to be a cake walk and a majority of his naysayers are people who fail to understand that. Great guy and professor. You will learn something.\",\"course_id\":\"ECE 376\",\"date\":\"2020-12-08 05:35:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"47f16a7ab25963484169a9af\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTgxNzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Hes extremely upbeat every class period and was always happy to answer questions while groups worked. The class was pretty tough, but the class environment really made it feel not as bad. He was also extremely easy to set up accommodations with and was very approachable.\",\"course_id\":\"ECE 376\",\"date\":\"2021-12-31 00:37:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"16059421f42e43327c8f7989\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1Njc5MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"ECE 376 was a hard class for me but I have to admit, Steve was an amazing professor. Steve truly cares about his students and answers questions really fast outside of class. Your grade for this class, however, heavily depends on how much effort you put into this class.\",\"course_id\":\"ECE 376\",\"date\":\"2024-01-23 04:50:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"719a33f8031e29360d49448c\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTE0MzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":3,\"review_ids\":[\"47f16a7ab25963484169a9af\",\"16059421f42e43327c8f7989\",\"719a33f8031e29360d49448c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Cited reviews praise Steven Fredette for being approachable, caring about students, and providing good answers to questions.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"The worst class I've taken at UW. Outdated, \\\"flipped environment\\\" where you pay for lectures and instead work on exercises that were rushed in a day by the professor. Doesn't take responsibility for his content because he didn't make it. Acts upbeat and nice but really condescending and rude when answering questions.\",\"course_id\":\"ECE 376\",\"date\":\"2023-11-01 21:53:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199ac34ccc52e2bcfdeddb34\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4MjY4NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Constantly talked about how he was a \\\"5 star professor\\\",  but refused to listen to students problems with workload in the class. The class is \\\"flipped\\\" meaning you watch lectures that he never made, recorded years ago, to go into class to work on exercises that he rushed out in a day and not even get half way through them. Never ending homework!!!!\",\"course_id\":\"ECE 376\",\"date\":\"2023-11-08 21:56:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ecf9b84045e689c1dd279b62\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4MzYwNzI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"There isn't feedback on any of the work. Lecture videos are rushed and outdated. Exam format awards no partial credit, and is an anxiety inducing format. Lectures are flipped and Steve switched the class to 8 am, because it fit his schedule better. Steve is very knowledgeable, but the way he runs this course is lazy and selfish. Waste of money.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-22 19:53:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"035fbe66990f913389eadb1b\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjk3OTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Flipped classroom. Exams, Homeworks, and in-class exercises are all graded automatically with no feedback. Lectures are old and prerecorded (not even by him)! Unsure what the University is paying him to do.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-28 00:59:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3df1bcb33c0d1f0d5bfba9d3\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzE4NDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":4,\"review_ids\":[\"199ac34ccc52e2bcfdeddb34\",\"ecf9b84045e689c1dd279b62\",\"035fbe66990f913389eadb1b\",\"3df1bcb33c0d1f0d5bfba9d3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Reviewers criticize Steven Fredette's flipped classroom format, citing outdated recorded lectures and lack of feedback on assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Recorded lectures go so fast you need to pause every 2s to write. Exercises are impossible to finish in class and have large penalties for mistakes. Plus there's hw every week. Steve calls himself a 5 star professor, but refuses to acknowledge that students are struggling because he allows this class to keep being taught like this. \",\"course_id\":\"ECE 376\",\"date\":\"2023-11-05 20:00:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"640ead2a59bdf5b6cc738990\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4MzQzNDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"The most condescing \\\"professor\\\" I've had. A glorified TA, as he re-uses lecture videos from another professor and makes all assignment online and auto-graded, meaning he puts in little to no work. Too much weight put into online, no partial credit, fill in the blank, exams. Never ending assignments that make up only 25% of your grade. \",\"course_id\":\"ECE 376\",\"date\":\"2023-12-24 22:56:16 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"cc97b4e0869b29eb5137aba0\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzkwMTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"There isn't feedback on any of the work. Lecture videos are rushed and outdated. Exam format awards no partial credit, and is an anxiety inducing format. Lectures are flipped and Steve switched the class to 8 am, because it fit his schedule better. Steve is very knowledgeable, but the way he runs this course is lazy and selfish. Waste of money.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-22 19:53:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"035fbe66990f913389eadb1b\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjk3OTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":3,\"review_ids\":[\"640ead2a59bdf5b6cc738990\",\"cc97b4e0869b29eb5137aba0\",\"035fbe66990f913389eadb1b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Students report that Steven Fredette's exams use auto-graded formats with no partial credit, which they find anxiety-inducing and unfair.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"love paying $8,000 in tuition this semester for my professors to do \\\"flipped classroom\\\" and literally just not teach and walk around the classroom doing nothing the entire time while assigning video lectures from another professor and another class. What am I even paying for? seriously? I'm really not asking for anything unreasonable here. \",\"course_id\":\"ECE 376\",\"date\":\"2026-01-29 02:26:21 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9bb8167fd6426a80b6b7ec25\",\"instructor_id\":\"rmp:2973843\",\"instructor_name\":\"Joseph Andrews\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTYyMDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\"},{\"comment\":\"he doesnt do anything ever. he makes us come to class to do homework and doesnt teach anything.  he didnt even show up the first day of class. I cant even hear myself think while working on homework in his 100 decibal classroom with everyone yelling at each other its just the worst thing ever I literally get nothing done.\",\"course_id\":\"ECE 376\",\"date\":\"2026-03-05 04:30:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a9af63818fcbaff04b8e5982\",\"instructor_id\":\"rmp:2973843\",\"instructor_name\":\"Joseph Andrews\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjY4NTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\"}],\"evidence_count\":2,\"review_ids\":[\"9bb8167fd6426a80b6b7ec25\",\"a9af63818fcbaff04b8e5982\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2973843\",\"name\":\"Joseph Andrews\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2973843\",\"summary\":\"Cited reviews criticize Joseph Andrews for not teaching during class time, relying on video lectures, and failing to manage the classroom environment.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_ab2f16c586da4b0250af474f","course_id":"ECE 376","catalog_version_id":"5a02a946d46fbb7622a70136a53effb4b409f853500fee5fb2a75c89828a5d66","record_version_id":"cfff86b8070d19f3dd23fa05c2608b136224b70da6c4134742729facb09176eb","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f8759331c89b4c9c9f7274c2afdc2e38bc84fd3ba4332b631743d3f9fbaa71d8","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b3ff963c6092b285bc0b576a47060703df5b205aa9d4b1f75aa047c2db9ff90f\",\"course_id\":\"ECE 376\",\"current_instructors\":[{\"instructor_uid\":\"instructor_db04d27cb341b5105aeec78c\",\"message\":null,\"name\":\"Steven Fredette\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2143189\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2021-12-31 00:37:58 +0000 UTC\",\"review_id\":\"16059421f42e43327c8f7989\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM1Njc5MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2022-10-18 15:56:47 +0000 UTC\",\"review_id\":\"fdcd21a55719d34ba04456ed\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM2NzEwOTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-11-05 20:00:17 +0000 UTC\",\"review_id\":\"640ead2a59bdf5b6cc738990\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4MzQzNDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-11-08 21:56:28 +0000 UTC\",\"review_id\":\"ecf9b84045e689c1dd279b62\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4MzYwNzI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-12-24 22:56:16 +0000 UTC\",\"review_id\":\"cc97b4e0869b29eb5137aba0\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4NzkwMTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2024-01-23 04:50:34 +0000 UTC\",\"review_id\":\"719a33f8031e29360d49448c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4OTE0MzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2025-02-28 00:59:31 +0000 UTC\",\"review_id\":\"3df1bcb33c0d1f0d5bfba9d3\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTQwNzE4NDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Steven Fredette taught ECE 376 as a flipped classroom using pre-recorded lectures and daily in-class exercises. Students found the course challenging with weekly homework and auto-graded assessments; some praised his approachability, while others criticized the reliance on outdated videos and lack of feedback.\"},{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.11 GPA, 47.2% A/AB (n=144 letter grades); Fall 2023: 2.97 GPA, 38.4% A/AB (n=99 letter grades); Spring 2025: 2.93 GPA, 47.1% A/AB (n=51 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-11-05 20:00:17 +0000 UTC\",\"review_id\":\"640ead2a59bdf5b6cc738990\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4MzQzNDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-12-24 22:56:16 +0000 UTC\",\"review_id\":\"cc97b4e0869b29eb5137aba0\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4NzkwMTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Weekly homework was frequent, and in-class exercises were difficult to finish. Exams were online, fill-in-the-blank, and offered no partial credit.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2007-04-18 16:11:33 +0000 UTC\",\"review_id\":\"5aafcafa96dd86de9591b449\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTEzMDI5MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2011-04-21 12:08:33 +0000 UTC\",\"review_id\":\"e3b6f7d557b4791b7deb0223\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTE4NDQ2NzQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2015-05-09 12:21:11 +0000 UTC\",\"review_id\":\"ef95b71b0315a8366662f84d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTI0Nzg0NDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2015-11-19 14:39:27 +0000 UTC\",\"review_id\":\"124f6fed9129bb8192701182\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTI1NDUyOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2016-05-04 16:01:41 +0000 UTC\",\"review_id\":\"0438cbf9e5857b352a16bc13\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTI2NDY2MDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2019-05-06 01:21:58 +0000 UTC\",\"review_id\":\"6b99275092c0248ac9125323\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTMxNzc4ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Paul Milenkovic's lectures were frequently described as unhelpful or filled with tangents, requiring students to rely on textbooks or practice materials for clarity. Past students noted the class was difficult and required significant independent work, with exams being tough but manageable if one completed the provided practice exams. Some found his office hours useful, while others felt he was unhelpful one-on-one.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2022-10-18 15:56:47 +0000 UTC\",\"review_id\":\"fdcd21a55719d34ba04456ed\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM2NzEwOTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2025-02-28 00:59:31 +0000 UTC\",\"review_id\":\"3df1bcb33c0d1f0d5bfba9d3\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTQwNzE4NDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The course uses a flipped classroom model where students watch prerecorded lectures and spend class time working on exercises.\"},{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 2.96 GPA, 41.7% A/AB (n=96 letter grades); Spring 2025: 2.93 GPA, 47.1% A/AB (n=51 letter grades); Spring 2026: 2.98 GPA, 39.6% A/AB (n=48 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2021-12-31 00:37:58 +0000 UTC\",\"review_id\":\"16059421f42e43327c8f7989\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM1Njc5MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2024-01-23 04:50:34 +0000 UTC\",\"review_id\":\"719a33f8031e29360d49448c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4OTE0MzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"While some found the format frustrating, others noted Fredette was approachable, answered questions quickly, and was easy to set up accommodations with.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JOSEPH ANDREWS is recorded teaching in Fall 2019, Spring 2020, Spring 2022, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ECE 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Overall the class sucks, and he just makes it suck more.\",\"course_id\":\"ECE 376\",\"date\":\"2005-12-19 00:16:30 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"30187466cc3fc94bafd4c8ac\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjA4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"The structure of this class was horrible.  The lectures were not helpful at all and I basically taught everything to myself.  Other than that the tests and homeworks were fair.  If you don't have to take this  class, i would avoid it.\",\"course_id\":\"ECE 376\",\"date\":\"2015-12-20 19:32:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"afea48c028661174781de247\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI1NzgzNjQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"He obviously knows what he's talking about but he can't convey it well to you. Takes off points for trying. Would not recommend.\",\"course_id\":\"ECE 376\",\"date\":\"2017-12-19 16:37:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"235b55aeee019b67ae3e4975\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5Mjc4Nzc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"}],\"evidence_count\":5,\"review_ids\":[\"ec42ab4206a3c0e5c41db35d\",\"a07ba180c22457248f63776d\",\"30187466cc3fc94bafd4c8ac\",\"afea48c028661174781de247\",\"235b55aeee019b67ae3e4975\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:131224\",\"name\":\"Paul Milenkovic\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:131224\",\"summary\":\"Cited reviews criticize Paul Milenkovic for unclear explanations, unhelpful lectures, and poor communication of course material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I don't understand all the hate. Milenkovic might be a prick, but he's entertaining, homework is short, exams are easy, and he does examples in class. What more could you want?\",\"course_id\":\"ECE 376\",\"date\":\"2007-10-09 20:24:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"3af91a9f2df65bcc3e31d01a\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNTE2MTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"He gets a bad rep because he does go on tangents but his notes are really helpful and he makes his class really easy.  especially if you go to his 3 hour office hour.  He tells you exactly whats on the exams.\",\"course_id\":\"ECE 376\",\"date\":\"2011-04-21 12:08:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e3b6f7d557b4791b7deb0223\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4NDQ2NzQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"Spends a lot of the lecture period talking about stupid stuff nobody cares about. Is prone to calling out students who aren't paying attention in class. Homework is doable and exams aren't bad, but during lecture he clearly wants to be somewhere else. Labs were pretty standard.\",\"course_id\":\"ECE 376\",\"date\":\"2012-05-13 03:34:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6e58e8aa90eeb0594f33e938\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwMjY5NzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"}],\"evidence_count\":3,\"review_ids\":[\"3af91a9f2df65bcc3e31d01a\",\"e3b6f7d557b4791b7deb0223\",\"6e58e8aa90eeb0594f33e938\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:131224\",\"name\":\"Paul Milenkovic\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:131224\",\"summary\":\"Some reviewers describe Paul Milenkovic's homework as short and exams as easy or fair, despite lecture quality concerns.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I have had the honor of being a student for and ta-ing with Steve. He gets a lot of flack for having difficult classes but the thing is he will never test you on something he hasn't taught. ECE376 isn't meant to be a cake walk and a majority of his naysayers are people who fail to understand that. Great guy and professor. You will learn something.\",\"course_id\":\"ECE 376\",\"date\":\"2020-12-08 05:35:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"47f16a7ab25963484169a9af\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTgxNzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Hes extremely upbeat every class period and was always happy to answer questions while groups worked. The class was pretty tough, but the class environment really made it feel not as bad. He was also extremely easy to set up accommodations with and was very approachable.\",\"course_id\":\"ECE 376\",\"date\":\"2021-12-31 00:37:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"16059421f42e43327c8f7989\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1Njc5MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"ECE 376 was a hard class for me but I have to admit, Steve was an amazing professor. Steve truly cares about his students and answers questions really fast outside of class. Your grade for this class, however, heavily depends on how much effort you put into this class.\",\"course_id\":\"ECE 376\",\"date\":\"2024-01-23 04:50:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"719a33f8031e29360d49448c\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTE0MzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":3,\"review_ids\":[\"47f16a7ab25963484169a9af\",\"16059421f42e43327c8f7989\",\"719a33f8031e29360d49448c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Cited reviews praise Steven Fredette for being approachable, caring about students, and providing good answers to questions.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"The worst class I've taken at UW. Outdated, \\\"flipped environment\\\" where you pay for lectures and instead work on exercises that were rushed in a day by the professor. Doesn't take responsibility for his content because he didn't make it. Acts upbeat and nice but really condescending and rude when answering questions.\",\"course_id\":\"ECE 376\",\"date\":\"2023-11-01 21:53:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199ac34ccc52e2bcfdeddb34\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4MjY4NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Constantly talked about how he was a \\\"5 star professor\\\",  but refused to listen to students problems with workload in the class. The class is \\\"flipped\\\" meaning you watch lectures that he never made, recorded years ago, to go into class to work on exercises that he rushed out in a day and not even get half way through them. Never ending homework!!!!\",\"course_id\":\"ECE 376\",\"date\":\"2023-11-08 21:56:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ecf9b84045e689c1dd279b62\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4MzYwNzI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"There isn't feedback on any of the work. Lecture videos are rushed and outdated. Exam format awards no partial credit, and is an anxiety inducing format. Lectures are flipped and Steve switched the class to 8 am, because it fit his schedule better. Steve is very knowledgeable, but the way he runs this course is lazy and selfish. Waste of money.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-22 19:53:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"035fbe66990f913389eadb1b\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjk3OTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Flipped classroom. Exams, Homeworks, and in-class exercises are all graded automatically with no feedback. Lectures are old and prerecorded (not even by him)! Unsure what the University is paying him to do.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-28 00:59:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3df1bcb33c0d1f0d5bfba9d3\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzE4NDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":4,\"review_ids\":[\"199ac34ccc52e2bcfdeddb34\",\"ecf9b84045e689c1dd279b62\",\"035fbe66990f913389eadb1b\",\"3df1bcb33c0d1f0d5bfba9d3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Reviewers criticize Steven Fredette's flipped classroom format, citing outdated recorded lectures and lack of feedback on assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Recorded lectures go so fast you need to pause every 2s to write. Exercises are impossible to finish in class and have large penalties for mistakes. Plus there's hw every week. Steve calls himself a 5 star professor, but refuses to acknowledge that students are struggling because he allows this class to keep being taught like this. \",\"course_id\":\"ECE 376\",\"date\":\"2023-11-05 20:00:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"640ead2a59bdf5b6cc738990\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4MzQzNDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"The most condescing \\\"professor\\\" I've had. A glorified TA, as he re-uses lecture videos from another professor and makes all assignment online and auto-graded, meaning he puts in little to no work. Too much weight put into online, no partial credit, fill in the blank, exams. Never ending assignments that make up only 25% of your grade. \",\"course_id\":\"ECE 376\",\"date\":\"2023-12-24 22:56:16 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"cc97b4e0869b29eb5137aba0\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4NzkwMTQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"There isn't feedback on any of the work. Lecture videos are rushed and outdated. Exam format awards no partial credit, and is an anxiety inducing format. Lectures are flipped and Steve switched the class to 8 am, because it fit his schedule better. Steve is very knowledgeable, but the way he runs this course is lazy and selfish. Waste of money.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-22 19:53:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"035fbe66990f913389eadb1b\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjk3OTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":3,\"review_ids\":[\"640ead2a59bdf5b6cc738990\",\"cc97b4e0869b29eb5137aba0\",\"035fbe66990f913389eadb1b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Students report that Steven Fredette's exams use auto-graded formats with no partial credit, which they find anxiety-inducing and unfair.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"love paying $8,000 in tuition this semester for my professors to do \\\"flipped classroom\\\" and literally just not teach and walk around the classroom doing nothing the entire time while assigning video lectures from another professor and another class. What am I even paying for? seriously? I'm really not asking for anything unreasonable here. \",\"course_id\":\"ECE 376\",\"date\":\"2026-01-29 02:26:21 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9bb8167fd6426a80b6b7ec25\",\"instructor_id\":\"rmp:2973843\",\"instructor_name\":\"Joseph Andrews\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTYyMDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\"},{\"comment\":\"he doesnt do anything ever. he makes us come to class to do homework and doesnt teach anything.  he didnt even show up the first day of class. I cant even hear myself think while working on homework in his 100 decibal classroom with everyone yelling at each other its just the worst thing ever I literally get nothing done.\",\"course_id\":\"ECE 376\",\"date\":\"2026-03-05 04:30:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a9af63818fcbaff04b8e5982\",\"instructor_id\":\"rmp:2973843\",\"instructor_name\":\"Joseph Andrews\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjY4NTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\"}],\"evidence_count\":2,\"review_ids\":[\"9bb8167fd6426a80b6b7ec25\",\"a9af63818fcbaff04b8e5982\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2973843\",\"name\":\"Joseph Andrews\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2973843\",\"summary\":\"Cited reviews criticize Joseph Andrews for not teaching during class time, relying on video lectures, and failing to manage the classroom environment.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_ab2f16c586da4b0250af474f","course_id":"ECE 376","catalog_version_id":"ed7cd426e45907f8e0530afd9d1848d42ef1e690dac842f0d7412f1c05f4467a","record_version_id":"58563b945491b9ed2b55a030ed488e241d83c2809eaf67590cd4d4762fa11a04","job_id":"enrich-789789da373eecc1ff75f626","output_id":"35b6780808ef4baf5094477f33f465bbcf042118ce7cbe714503409f26c1f01c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208, or248), or member of Engineering Guest Students. 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376\",\"date\":\"2004-11-11 20:13:10 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ec42ab4206a3c0e5c41db35d\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI3MTQ2MTQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"One of the most wasteful lectures I have ever attended; book and auxillary notes were completely useless.  Expect a professor who loves to mess with non-electrical engineers.\",\"course_id\":\"ECE 376\",\"date\":\"2005-02-16 21:48:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a07ba180c22457248f63776d\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjUxOTg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"Really terrible professor. Is no help at all. Answers your questions with questions. Smart guy, terrible professor. He thinks people like the material, but no one cares. Overall the class sucks, and he just makes it suck more.\",\"course_id\":\"ECE 376\",\"date\":\"2005-12-19 00:16:30 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"30187466cc3fc94bafd4c8ac\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTExMjA4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"The structure of this class was horrible.  The lectures were not helpful at all and I basically taught everything to myself.  Other than that the tests and homeworks were fair.  If you don't have to take this  class, i would avoid it.\",\"course_id\":\"ECE 376\",\"date\":\"2015-12-20 19:32:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"afea48c028661174781de247\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI1NzgzNjQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"He obviously knows what he's talking about but he can't convey it well to you. Takes off points for trying. Would not recommend.\",\"course_id\":\"ECE 376\",\"date\":\"2017-12-19 16:37:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"235b55aeee019b67ae3e4975\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5Mjc4Nzc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"}],\"evidence_count\":5,\"review_ids\":[\"ec42ab4206a3c0e5c41db35d\",\"a07ba180c22457248f63776d\",\"30187466cc3fc94bafd4c8ac\",\"afea48c028661174781de247\",\"235b55aeee019b67ae3e4975\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:131224\",\"name\":\"Paul Milenkovic\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:131224\",\"summary\":\"Cited reviews criticize Paul Milenkovic for unclear explanations, unhelpful lectures, and poor communication of course material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I don't understand all the hate. Milenkovic might be a prick, but he's entertaining, homework is short, exams are easy, and he does examples in class. What more could you want?\",\"course_id\":\"ECE 376\",\"date\":\"2007-10-09 20:24:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"3af91a9f2df65bcc3e31d01a\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNTE2MTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"He gets a bad rep because he does go on tangents but his notes are really helpful and he makes his class really easy.  especially if you go to his 3 hour office hour.  He tells you exactly whats on the exams.\",\"course_id\":\"ECE 376\",\"date\":\"2011-04-21 12:08:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e3b6f7d557b4791b7deb0223\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4NDQ2NzQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"},{\"comment\":\"Spends a lot of the lecture period talking about stupid stuff nobody cares about. Is prone to calling out students who aren't paying attention in class. Homework is doable and exams aren't bad, but during lecture he clearly wants to be somewhere else. Labs were pretty standard.\",\"course_id\":\"ECE 376\",\"date\":\"2012-05-13 03:34:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6e58e8aa90eeb0594f33e938\",\"instructor_id\":\"rmp:131224\",\"instructor_name\":\"Paul Milenkovic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwMjY5NzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\"}],\"evidence_count\":3,\"review_ids\":[\"3af91a9f2df65bcc3e31d01a\",\"e3b6f7d557b4791b7deb0223\",\"6e58e8aa90eeb0594f33e938\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:131224\",\"name\":\"Paul Milenkovic\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:131224\",\"summary\":\"Some reviewers describe Paul Milenkovic's homework as short and exams as easy or fair, despite lecture quality concerns.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I have had the honor of being a student for and ta-ing with Steve. He gets a lot of flack for having difficult classes but the thing is he will never test you on something he hasn't taught. ECE376 isn't meant to be a cake walk and a majority of his naysayers are people who fail to understand that. Great guy and professor. You will learn something.\",\"course_id\":\"ECE 376\",\"date\":\"2020-12-08 05:35:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"47f16a7ab25963484169a9af\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTgxNzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Hes extremely upbeat every class period and was always happy to answer questions while groups worked. The class was pretty tough, but the class environment really made it feel not as bad. He was also extremely easy to set up accommodations with and was very approachable.\",\"course_id\":\"ECE 376\",\"date\":\"2021-12-31 00:37:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"16059421f42e43327c8f7989\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1Njc5MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"ECE 376 was a hard class for me but I have to admit, Steve was an amazing professor. Steve truly cares about his students and answers questions really fast outside of class. Your grade for this class, however, heavily depends on how much effort you put into this class.\",\"course_id\":\"ECE 376\",\"date\":\"2024-01-23 04:50:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"719a33f8031e29360d49448c\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4OTE0MzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":3,\"review_ids\":[\"47f16a7ab25963484169a9af\",\"16059421f42e43327c8f7989\",\"719a33f8031e29360d49448c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Cited reviews praise Steven Fredette for being approachable, caring about students, and providing good answers to questions.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"The worst class I've taken at UW. Outdated, \\\"flipped environment\\\" where you pay for lectures and instead work on exercises that were rushed in a day by the professor. Doesn't take responsibility for his content because he didn't make it. Acts upbeat and nice but really condescending and rude when answering questions.\",\"course_id\":\"ECE 376\",\"date\":\"2023-11-01 21:53:02 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"199ac34ccc52e2bcfdeddb34\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4MjY4NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Constantly talked about how he was a \\\"5 star professor\\\",  but refused to listen to students problems with workload in the class. The class is \\\"flipped\\\" meaning you watch lectures that he never made, recorded years ago, to go into class to work on exercises that he rushed out in a day and not even get half way through them. Never ending homework!!!!\",\"course_id\":\"ECE 376\",\"date\":\"2023-11-08 21:56:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ecf9b84045e689c1dd279b62\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4MzYwNzI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"There isn't feedback on any of the work. Lecture videos are rushed and outdated. Exam format awards no partial credit, and is an anxiety inducing format. Lectures are flipped and Steve switched the class to 8 am, because it fit his schedule better. Steve is very knowledgeable, but the way he runs this course is lazy and selfish. Waste of money.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-22 19:53:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"035fbe66990f913389eadb1b\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNjk3OTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Flipped classroom. Exams, Homeworks, and in-class exercises are all graded automatically with no feedback. Lectures are old and prerecorded (not even by him)! Unsure what the University is paying him to do.\",\"course_id\":\"ECE 376\",\"date\":\"2025-02-28 00:59:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3df1bcb33c0d1f0d5bfba9d3\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNzE4NDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"}],\"evidence_count\":4,\"review_ids\":[\"199ac34ccc52e2bcfdeddb34\",\"ecf9b84045e689c1dd279b62\",\"035fbe66990f913389eadb1b\",\"3df1bcb33c0d1f0d5bfba9d3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2143189\",\"summary\":\"Reviewers criticize Steven Fredette's flipped classroom format, citing outdated recorded lectures and lack of feedback on assignments.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Recorded lectures go so fast you need to pause every 2s to write. Exercises are impossible to finish in class and have large penalties for mistakes. Plus there's hw every week. Steve calls himself a 5 star professor, but refuses to acknowledge that students are struggling because he allows this class to keep being taught like this. \",\"course_id\":\"ECE 376\",\"date\":\"2023-11-05 20:00:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"640ead2a59bdf5b6cc738990\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM4MzQzNDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"The most condescing \\\"professor\\\" I've had. A glorified TA, as he re-uses lecture videos from another professor and makes all assignment online and auto-graded, meaning he puts in little to no work. Too much weight put into online, no partial credit, fill in the blank, exams. 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What am I even paying for? seriously? I'm really not asking for anything unreasonable here. \",\"course_id\":\"ECE 376\",\"date\":\"2026-01-29 02:26:21 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9bb8167fd6426a80b6b7ec25\",\"instructor_id\":\"rmp:2973843\",\"instructor_name\":\"Joseph Andrews\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNTYyMDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\"},{\"comment\":\"he doesnt do anything ever. he makes us come to class to do homework and doesnt teach anything.  he didnt even show up the first day of class. 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Paul Milenkovic assigned long, tedious Moodle assignments. Steven Fredette and Joseph Andrews use a flipped model where students complete homework and exercises in class, with some noting daily quizzes or self-study requirements.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2003-02-21 21:40:48 +0000 UTC\",\"review_id\":\"05b65b3f21c825165dcac5ad\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTYxMzg1MQ==\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2005-09-23 21:53:53 +0000 UTC\",\"review_id\":\"e83a0d3ad9bfe5672033d65a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTEwODM1Mzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2012-05-13 03:34:07 +0000 UTC\",\"review_id\":\"6e58e8aa90eeb0594f33e938\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTIwMjY5NzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2016-04-02 17:36:35 +0000 UTC\",\"review_id\":\"31d2bed34383cc5f5a4de7ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTI2MjIwMTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2019-05-06 01:21:58 +0000 UTC\",\"review_id\":\"6b99275092c0248ac9125323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTMxNzc4ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"}],\"text\":\"Historical reviews of Paul Milenkovic: Paul Milenkovic is described as brilliant but ineffective, with lectures moving too fast and office hours being unhelpful. Reviewers cite awkward behavior, irrelevant lecture content, and a lack of engagement, though some note homework is doable and labs are standard.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2020-12-08 05:35:51 +0000 UTC\",\"review_id\":\"47f16a7ab25963484169a9af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTMzOTgxNzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2024-01-23 04:50:34 +0000 UTC\",\"review_id\":\"719a33f8031e29360d49448c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4OTE0MzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-11-01 21:53:02 +0000 UTC\",\"review_id\":\"199ac34ccc52e2bcfdeddb34\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4MjY4NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-11-16 05:03:29 +0000 UTC\",\"review_id\":\"cb7499d50266be4e99e0e776\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4NDAyOTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2025-02-28 00:59:31 +0000 UTC\",\"review_id\":\"3df1bcb33c0d1f0d5bfba9d3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTQwNzE4NDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Joseph Andrews\",\"review_date\":\"2026-01-29 02:26:21 +0000 UTC\",\"review_id\":\"9bb8167fd6426a80b6b7ec25\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2973843\",\"source_review_id\":\"UmF0aW5nLTQyNTYyMDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\",\"type\":\"review\"},{\"instructor_name\":\"Joseph Andrews\",\"review_date\":\"2026-03-05 04:30:00 +0000 UTC\",\"review_id\":\"a9af63818fcbaff04b8e5982\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2973843\",\"source_review_id\":\"UmF0aW5nLTQyNjY4NTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\",\"type\":\"review\"}],\"text\":\"Historical reviews of Joseph Andrews, Steven Fredette: Reviews for recent instructors are sharply divided. Some praise Steven Fredette for caring and fairness, while others criticize his flipped classroom and lack of teaching. Joseph Andrews receives uniformly negative feedback for not teaching and poor classroom management.\"},{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 2.96 GPA, 41.7% A/AB (n=96 letter grades); Spring 2025: 2.93 GPA, 47.1% A/AB (n=51 letter grades); Spring 2026: 2.98 GPA, 39.6% A/AB (n=48 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2005-09-23 21:53:53 +0000 UTC\",\"review_id\":\"e83a0d3ad9bfe5672033d65a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTEwODM1Mzk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2012-05-13 03:34:07 +0000 UTC\",\"review_id\":\"6e58e8aa90eeb0594f33e938\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTIwMjY5NzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Paul Milenkovic\",\"review_date\":\"2019-05-06 01:21:58 +0000 UTC\",\"review_id\":\"6b99275092c0248ac9125323\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131224\",\"source_review_id\":\"UmF0aW5nLTMxNzc4ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131224\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2020-12-08 05:35:51 +0000 UTC\",\"review_id\":\"47f16a7ab25963484169a9af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTMzOTgxNzEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-11-01 21:53:02 +0000 UTC\",\"review_id\":\"199ac34ccc52e2bcfdeddb34\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4MjY4NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2023-11-16 05:03:29 +0000 UTC\",\"review_id\":\"cb7499d50266be4e99e0e776\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4NDAyOTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2024-01-23 04:50:34 +0000 UTC\",\"review_id\":\"719a33f8031e29360d49448c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTM4OTE0MzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2025-02-28 00:59:31 +0000 UTC\",\"review_id\":\"3df1bcb33c0d1f0d5bfba9d3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTQwNzE4NDQx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Joseph Andrews\",\"review_date\":\"2026-01-29 02:26:21 +0000 UTC\",\"review_id\":\"9bb8167fd6426a80b6b7ec25\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2973843\",\"source_review_id\":\"UmF0aW5nLTQyNTYyMDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\",\"type\":\"review\"},{\"instructor_name\":\"Joseph Andrews\",\"review_date\":\"2026-03-05 04:30:00 +0000 UTC\",\"review_id\":\"a9af63818fcbaff04b8e5982\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2973843\",\"source_review_id\":\"UmF0aW5nLTQyNjY4NTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2973843\",\"type\":\"review\"}],\"text\":\"Historical reviews of Joseph Andrews, Paul Milenkovic, Steven Fredette: Experiences range from supportive to frustrating. Steven Fredette is praised for answering questions quickly and teaching fairly, but criticized for outdated lectures and lack of feedback. Joseph Andrews is criticized for not teaching, being absent, and creating a noisy environment.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JOSEPH ANDREWS is recorded teaching in Fall 2019, Spring 2020, Spring 2022, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ECE 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376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"PAUL MILENKOVIC is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 376\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"source_record\":{\"entity_id\":\"d11cbbaf-1a50-3827-9571-815159ef2d9f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"STEVEN FREDETTE is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023, Spring 2025. 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":false}]