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Reviewers note that industry guests share stories and the instructor shares rich experience, calling the course fruitful and fun.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Sunduz Keles\",\"review_date\":\"2018-04-06 23:19:34 +0000 UTC\",\"review_id\":\"c83b88d3801ac15ff2581a9e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1142647\",\"source_review_id\":\"UmF0aW5nLTI5NzU3OTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1142647\",\"type\":\"review\"}],\"text\":\"The course offers practical consulting training with industry guests and immediate feedback, described as a fruitful and fun experience by one historical reviewer.\"},{\"citations\":[{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.46 GPA, 66.7% A/AB (n=12 letter grades); Fall 2025: 3.64 GPA, 72.7% A/AB (n=11 letter grades); Spring 2026: 3.82 GPA, 94.1% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Sunduz Keles\",\"review_date\":\"2018-04-06 23:19:34 +0000 UTC\",\"review_id\":\"c83b88d3801ac15ff2581a9e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1142647\",\"source_review_id\":\"UmF0aW5nLTI5NzU3OTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1142647\",\"type\":\"review\"}],\"text\":\"Students value the personal feedback and the opportunity to hear from data scientists, though this reflects historical instruction by Sunduz Keles.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"CECILE ANE is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"STAT 998\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"source_record\":{\"entity_id\":\"9ff7641d-ecf4-3cc9-8b62-c082a79b4df7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SUNDUZ KELES is recorded teaching in Spring 2011, Spring 2012, Spring 2017, Fall 2019, Spring 2023, Spring 2024, Spring 2026. 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}]