# COMPSCI 702: Graduate Cooperative Education | UW–Madison [View on UW Courses](https://uwcourses.com/courses/COMPSCI_702) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 408fa12c026b06fc7766049100ce340ea598aaaacd96f3b13b660e43f0ebe3f7 ### course id COMPSCI 702 ### course uid course\_6df6c8e6318f10aeab318e00 ### catalog version id fdd0384518874dbaf7104b798ecc9110291c70b81aa41db5eaee9cc693bdedbf ### course number 702 ### subjects * COMPSCI ### title GRADUATE COOPERATIVE EDUCATION ### description Apply computer sciences principles in a hands-on, professional setting. ### requirements text Consent of instructor ### credits min 1 ### credits max 2 ### credit offering ids * 1272:266:025894 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 99ccd2caadf1ec414cfb395733a1f10a9159ae5013e66769967530a04f7cc777 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary COMPSCI 702 is a Graduate Cooperative Education course where students apply computer science principles in a hands-on, professional setting. ### llm topics * Graduate cooperative education * Computer science principles ### llm skills * Applying computer science principles in professional settings ### llm assumed background None recorded. ### llm search phrases * graduate cooperative education * COMPSCI 702 professional setting * computer sciences principles hands-on ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 58b2cab27b9187d41e02a4b96a8a9c523366a48fc9e2761815109a2c0062eab6 #### course id COMPSCI 702 #### current instructors ```json [ { "instructor_uid": "instructor_62fbf397fa1d95229b4a582b", "message": "No course-specific reviews available", "name": "Andrea Arpaci-Dusseau", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2071686", "summary": [] }, { "instructor_uid": "instructor_2479b96b5cc4c0583fa774d8", "message": "No course-specific reviews available", "name": "Anhai Doan", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1072360", "summary": [] }, { "instructor_uid": "instructor_ed568aeb692a4788be5c3b07", "message": "No course-specific reviews available", "name": "Aws Albarghouthi", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2240014", "summary": [] }, { "instructor_uid": "instructor_3b251949b48503ddc5a3bbda", "message": "No course-specific reviews available", "name": "Bilge Mutlu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2474914", "summary": [] }, { "instructor_uid": "instructor_01310be70f99f0e3bc1380b9", "message": "No course-specific reviews available", "name": "Dimitris Papailiopoulos", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2394307", "summary": [] }, { "instructor_uid": "instructor_2acc6a2db605729bd4d444c2", "message": "No course-specific reviews available", "name": "Eftychios Sifakis", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1727820", "summary": [] }, { "instructor_uid": "instructor_69958c07a786a7fcb4b1c429", "message": "No course-specific reviews available", "name": "Jacob Thebault-Spieker", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2658929", "summary": [] }, { "instructor_uid": "instructor_28d63c5638ffa52090e68427", "message": "No course-specific reviews available", "name": "Josiah Hanna", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2761425", "summary": [] }, { "instructor_uid": "instructor_e1c15c874c338077012da226", "message": "No course-specific reviews available", "name": "Junjie Hu", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2960352", "summary": [] }, { "instructor_uid": "instructor_9b5f772ad2d3cb5f6978bb94", "message": "No course-specific reviews available", "name": "Kassem Fawaz", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_07d81221401c0aeb980803c4", "message": "No course-specific reviews available", "name": "Matt Sinclair", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2465736", "summary": [] }, { "instructor_uid": "instructor_6c1ef5a730b9fc5ea8655f4a", "message": "No course-specific reviews available", "name": "Michael Swift", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1072363", "summary": [] }, { "instructor_uid": "instructor_3cb4318f06f23957457aaa56", "message": "No course-specific reviews available", "name": "Patrick Mcdaniel", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3132898", "summary": [] }, { "instructor_uid": "instructor_7ff780bef0b07516e262423b", "message": "No course-specific reviews available", "name": "Remzi Arpaci-Dusseau", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:131676", "summary": [] }, { "instructor_uid": "instructor_6ab9d1488d27b0bef5f8ae09", "message": "No course-specific reviews available", "name": "Sharon Li", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_49b6ede936b9533af32a49c1", "message": "No course-specific reviews available", "name": "Somesh Jha", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:981721", "summary": [] }, { "instructor_uid": "instructor_bbd78b6d1945166bcef3a9a8", "message": "No course-specific reviews available", "name": "Suman Banerjee", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1820723", "summary": [] }, { "instructor_uid": "instructor_d9079dac81457262c1aa9c4e", "message": "No course-specific reviews available", "name": "Tengyang Xie", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3065440", "summary": [] }, { "instructor_uid": "instructor_1c875be71e39de81fc8f6631", "message": "No course-specific reviews available", "name": "Yin Li", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3015449", "summary": [] }, { "instructor_uid": "instructor_d243dd108d21791444199a3f", "message": "No course-specific reviews available", "name": "Yong Jae Lee", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2906194", "summary": [] }, { "instructor_uid": "instructor_307c5a1e319a93016cfbb8d3", "message": "No course-specific reviews available", "name": "Yudong Chen", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3057885", "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take None recorded. #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history ANDREA ARPACI-DUSSEAU is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ] } ``` AWS ALBARGHOUTHI is recorded teaching in Spring 2022, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 124, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 124, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` DIMITRIOS PAPAILIOPOULOS is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 134, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 134, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` EFTYCHIOS SIFAKIS is recorded teaching in Fall 2021, Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 34, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 34, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 34, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 34, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` JACOB THEBAULT-SPIEKER is recorded teaching in Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 178, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 178, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 178, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` JOSIAH HANNA is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 164, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` JUNJIE HU is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 170, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 170, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` KASSEM FAWAZ is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 140, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" } ] } ``` MATT SINCLAIR is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 144, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` MICHAEL SWIFT is recorded teaching in Fall 2022, Spring 2023, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` PATRICK MCDANIEL is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 174, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` REMZI ARPACI-DUSSEAU is recorded teaching in Fall 2023, Spring 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` SOMESH JHA is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 19, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 19, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 19, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 19, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 19, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` SUMAN BANERJEE is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 29, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` YIN LI is recorded teaching in Fall 2021, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 148, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` YONG JAE LEE is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 165, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` YUDONG CHEN is recorded teaching in Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 169, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 169, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "COMPSCI 702", "run_id": "20260907T155543-ce3781c4", "section_number": 169, "source_course_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "source_record": { "entity_id": "85cf9ab9-d432-3086-8aa1-32b9282caf40", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Consent of instructor", "course": null, "evidence": "Consent of instructor", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_62fbf397fa1d95229b4a582b", "source": "enrollment", "source_instructor_id": "acarpaciduss", "identity_basis": "netid", "identity_status": "source_identified", "name": "Andrea Arpaci-Dusseau", "email": "DUSSEAU@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 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"quality_count": 16, "difficulty_count": 16, "profile_id": "rmp:1072360", "source_url": "https://www.ratemyprofessors.com/professor/1072360", "match_basis": "exact_name", "observed_at": "2026-09-07 16:52:55.185295+00:00", "courses": { "course_d68ae7a2fa68407d62f2519f": { "review_count": 9, "quality": 4.89, "difficulty": 2.11, "quality_count": 9, "difficulty_count": 9 }, "course_cbc85add50a620f7e0abe663": { "review_count": 2, "quality": 3.5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 }, "course_451e04263559a1194fd692f0": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_061e4015aae97118b7c4c628": { "review_count": 1, "quality": 4, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 4.117603213081442, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ANHAI_DOAN" }, { "instructor_uid": "instructor_ed568aeb692a4788be5c3b07", "source": "enrollment", "source_instructor_id": "albarghouthi", "identity_basis": "netid", "identity_status": "source_identified", "name": "Aws Albarghouthi", "email": "AWS@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 12, "quality": 3.67, "difficulty": 3.42, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:2240014", "source_url": "https://www.ratemyprofessors.com/professor/2240014", "match_basis": "exact_name", "observed_at": "2026-09-07 16:53:45.950777+00:00", "courses": { "course_20918224366f6bbd226f8ec0": { "review_count": 12, "quality": 3.67, "difficulty": 3.42, "quality_count": 12, "difficulty_count": 12 } }, "bayesian_quality": 3.663553614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AWS_ALBARGHOUTHI" }, { "instructor_uid": "instructor_3b251949b48503ddc5a3bbda", "source": "enrollment", "source_instructor_id": "bmutlu", "identity_basis": "netid", "identity_status": "source_identified", "name": "Bilge Mutlu", "email": "BMUTLU@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 13, "quality": 3.69, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13, "profile_id": "rmp:2474914", "source_url": "https://www.ratemyprofessors.com/professor/2474914", "match_basis": "exact_name", "observed_at": "2026-09-07 16:51:46.928668+00:00", "courses": { "course_87400c0728797946c5cef14c": { "review_count": 13, "quality": 3.69, "difficulty": 3.46, "quality_count": 13, "difficulty_count": 13 } }, "bayesian_quality": 3.6716277476039973, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/BILGE_MUTLU" }, { "instructor_uid": "instructor_01310be70f99f0e3bc1380b9", "source": "enrollment", "source_instructor_id": "papailiopoul", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dimitris Papailiopoulos", "email": "DIMITRIS@ECE.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 8, "quality": 3.88, "difficulty": 3.12, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:2394307", "source_url": "https://www.ratemyprofessors.com/professor/2394307", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:31.962227+00:00", "courses": { "course_1d414842d040e66d0ee9e2ac": { "review_count": 4, "quality": 4.5, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 }, "course_c6592733bd6855f32188cfa7": { "review_count": 3, "quality": 3.67, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_4870953907b88e074505beb7": { "review_count": 1, "quality": 2, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.722632702533282, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/DIMITRIS_PAPAILIOPOULOS" }, { "instructor_uid": "instructor_2acc6a2db605729bd4d444c2", "source": "enrollment", "source_instructor_id": "sifakis", "identity_basis": "netid", "identity_status": "source_identified", "name": "Eftychios Sifakis", "email": "SIFAKIS@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 27, "quality": 3.59, "difficulty": 3.56, "quality_count": 27, "difficulty_count": 27, "profile_id": "rmp:1727820", "source_url": "https://www.ratemyprofessors.com/professor/1727820", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:56.235326+00:00", "courses": { "course_280431e0039b9a9194e1b074": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_93d2f66aee95b30379263c4f": { "review_count": 24, "quality": 3.46, "difficulty": 3.54, "quality_count": 24, 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"instructor_url": "/instructors/JUNJIE_HU" }, { "instructor_uid": "instructor_9b5f772ad2d3cb5f6978bb94", "source": "enrollment", "source_instructor_id": "kfawaz", "identity_basis": "netid", "identity_status": "source_identified", "name": "Kassem Fawaz", "email": "KFAWAZ@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/KASSEM_FAWAZ" }, { "instructor_uid": "instructor_07d81221401c0aeb980803c4", "source": "enrollment", "source_instructor_id": "msinclair", "identity_basis": "netid", "identity_status": "source_identified", "name": "Matt Sinclair", "email": "SINCLAIR@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/MATT_SINCLAIR" }, { "instructor_uid": "instructor_6c1ef5a730b9fc5ea8655f4a", "source": "enrollment", "source_instructor_id": "mmswift", "identity_basis": "netid", 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"quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.859602821242242, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SOMESH_JHA" }, { "instructor_uid": "instructor_bbd78b6d1945166bcef3a9a8", "source": "enrollment", "source_instructor_id": "banerjee1", "identity_basis": "netid", "identity_status": "source_identified", "name": "Suman Banerjee", "email": "SUMAN@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 20, "quality": 2.95, "difficulty": 2.6, "quality_count": 20, "difficulty_count": 20, "profile_id": "rmp:1820723", "source_url": "https://www.ratemyprofessors.com/professor/1820723", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:26.133394+00:00", "courses": { "course_24eab2446bdb8e3067c39f55": { "review_count": 8, "quality": 3.62, "difficulty": 2.62, "quality_count": 8, "difficulty_count": 8 }, "course_ab7d07685857737322064a42": { "review_count": 11, "quality": 2.27, "difficulty": 2.64, "quality_count": 11, "difficulty_count": 11 }, "course_9516358d6aa5ed8630fee521": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.3048428917732977, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/SUMAN_BANERJEE" }, { "instructor_uid": "instructor_d9079dac81457262c1aa9c4e", "source": "enrollment", "source_instructor_id": "txie34", "identity_basis": "netid", "identity_status": "source_identified", "name": "Tengyang Xie", "email": "TX@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 2, "quality": 1.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3065440", "source_url": "https://www.ratemyprofessors.com/professor/3065440", "match_basis": "exact_name", "observed_at": "2026-09-07 16:02:30.945490+00:00", "courses": {}, "bayesian_quality": 3.4633507123150866, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/TENGYANG_XIE" }, { "instructor_uid": "instructor_1c875be71e39de81fc8f6631", "source": "enrollment", "source_instructor_id": "li968", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yin Li", "email": "YIN.LI@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/YIN_LI" }, { "instructor_uid": "instructor_d243dd108d21791444199a3f", "source": "enrollment", "source_instructor_id": "ylee772", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yong Jae Lee", "email": "YONGJAELEE@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/YONG_JAE_LEE" }, { "instructor_uid": "instructor_307c5a1e319a93016cfbb8d3", "source": "enrollment", "source_instructor_id": "ychen65", "identity_basis": "netid", "identity_status": "source_identified", "name": "Yudong Chen", "email": "YUDONGCHEN@CS.WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 3, "quality": 3.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3057885", "source_url": "https://www.ratemyprofessors.com/professor/3057885", "match_basis": "exact_name", "observed_at": "2026-09-07 15:57:24.844333+00:00", "courses": { "course_e0f984e8747ee9ccaba16d75": { "review_count": 3, "quality": 3.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 3.6610311161274747, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/YUDONG_CHEN" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:266:025894", "course_id": "COMPSCI 702", "course_uid": "course_6df6c8e6318f10aeab318e00", "term_id": "1272", "source_course_id": "025894", "source_subject_id": "266", "title": "Graduate Cooperative Education", "credits_min": 1, "credits_max": 2, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:23203", "term_id": "1272", "source_section_id": "23203", "identity_basis": "class_number", "section_number": "148", "section_type": "FLD", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 2, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:23238", "term_id": "1272", "source_section_id": "23238", "identity_basis": "class_number", "section_number": "144", "section_type": "FLD", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 2, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:23259", "term_id": "1272", "source_section_id": "23259", "identity_basis": "class_number", "section_number": "029", "section_type": "FLD", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 4, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:23312", "term_id": "1272", "source_section_id": "23312", "identity_basis": "class_number", 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"term_id": "1272", "source_section_id": "38105", "identity_basis": "class_number", "section_number": "194", "section_type": "FLD", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38151", "term_id": "1272", "source_section_id": "38151", "identity_basis": "class_number", "section_number": "140", "section_type": "FLD", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 1, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:38217", "term_id": "1272", "source_section_id": "38217", "identity_basis": "class_number", "section_number": "019", "section_type": "FLD", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 0, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_24b4ebe27130b0604050b77b", "source": "madgrades", "source_instructor_id": "6032141", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KASSEM FAWAZ", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.695, "graded": 392, "counts": [ 265, 63, 31, 20, 12, 1, 0 ], "sections": 84 }, "instructor_url": "/instructors/KASSEM_FAWAZ--instructor_24b4ebe27130b0604050b77b" }, { "instructor_uid": "instructor_3473759d9a1d776abf974765", "source": "madgrades", "source_instructor_id": "6242106", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XIANGYAO YU", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.46, "graded": 919, "counts": [ 456, 162, 156, 85, 50, 8, 2 ], "sections": 49 }, "instructor_url": "/instructors/XIANGYAO_YU--instructor_3473759d9a1d776abf974765" }, { "instructor_uid": "instructor_4774e825ddfeb1206af6b54a", "source": "madgrades", "source_instructor_id": "3382451", "identity_basis": "source_id", "identity_status": "source_identified", "name": "STEPHEN WRIGHT", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 10, "quality": 4.2, "difficulty": 3.8, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:1895834", "source_url": "https://www.ratemyprofessors.com/professor/1895834", "match_basis": "exact_name", "observed_at": "2026-09-07 16:04:47.624880+00:00", "courses": { "course_dd8d2094feb4657373e2e2f3": { 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