{"schema_version":1,"url":"https://uwcourses.com/courses/MS%26E_299","title":"MS&E 299: Independent Study | UW–Madison","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":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"768baab62043a2c43fc84f18b8c2548fc38d928c0a4e0d999ed3e32de77669bc","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","catalog_version_id":"592d361f11f94ac31d9f11bacc78bb6e7b47a6f6975e0fa2a030d94b05a926a6","course_number":299,"subjects":["MS&E"],"title":"INDEPENDENT STUDY","description":"Independent study under faculty supervision.","requirements_text":"Consent of instructor","credits_min":1,"credits_max":3,"credit_offering_ids":["1272:636:012607"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"835be531c8d16b5814c62c1e35f506133855e11eeaa2f29bd842d036131339a5","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"MS&E 299 is an independent study course conducted under faculty supervision.","llm_topics":[],"llm_skills":[],"llm_assumed_background":[],"llm_search_phrases":["MS&E 299 independent study","Stanford MS&E independent study faculty supervision"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"c53f546e832c93c43050ce6ce1e8c5de386cbfab51b3119fcf404fcfbf82d5b3","course_id":"MS&E 299","current_instructors":[{"instructor_uid":"instructor_0f3636e7002810a0bffeb9b3","message":"No course-specific reviews available","name":"Dane Morgan","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2866623","summary":[{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"}],"text":"Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=31 letter grades); Spring 2022: 3.99 GPA, 100.0% A/AB (n=41 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=37 letter grades)."}]},{"instructor_uid":"instructor_101031aac6d79cd4c503a665","message":"No course-specific reviews available","name":"Fang Liu","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2013909","summary":[]},{"instructor_uid":"instructor_96e675e806b53f94395a925e","message":"No course-specific reviews available","name":"Jason Kawasaki","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":10,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"}],"text":"Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=1 letter grades)."}]},{"instructor_uid":"instructor_ef0bbafe2ee14f597492b2d2","message":"No course-specific reviews available","name":"Jiamian Hu","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2538327","summary":[]},{"instructor_uid":"instructor_1854cbdd51a40ae5e12b0c65","message":"No course-specific reviews available","name":"Kyoung-Shin Choi","review_status":"no_course_reviews","rmp_instructor_id":"rmp:1902841","summary":[]},{"instructor_uid":"instructor_e2b647f2834821f5292f4800","message":"No course-specific reviews available","name":"Michael Arnold","review_status":"no_course_reviews","rmp_instructor_id":"rmp:1218394","summary":[]},{"instructor_uid":"instructor_9371ca8dc7441e33c639efb2","message":"No course-specific reviews available","name":"Padma Gopalan","review_status":"no_course_reviews","rmp_instructor_id":"rmp:1080919","summary":[]},{"instructor_uid":"instructor_551b4220b276dbcc136378da","message":"No course-specific reviews available","name":"Sebastian Kube","review_status":"no_course_reviews","rmp_instructor_id":"rmp:3057287","summary":[]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1222","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1224","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1232","type":"grade"}],"text":"Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=31 letter grades); Spring 2022: 3.99 GPA, 100.0% A/AB (n=42 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=37 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1182","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1194","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":8,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"}],"text":"DANE MORGAN is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":18,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"}],"text":"FANG LIU is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":10,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1194","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":9,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":10,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":9,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":10,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":10,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"}],"text":"JASON KAWASAKI is recorded teaching in Spring 2019, Fall 2019, Spring 2020, Fall 2020, Spring 2022, Spring 2024. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":12,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":10,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":10,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"}],"text":"JIAMIAN HU is recorded teaching in Spring 2020, Fall 2020, Fall 2022. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":20,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"KYOUNG-SHIN CHOI is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":9,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1194","type":"grade"},{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":19,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"MICHAEL ARNOLD is recorded teaching in Spring 2019, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"MS&E 299","run_id":"20260907T155543-ce3781c4","section_number":21,"source_course_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","source_record":{"entity_id":"14ff3fe4-a8e2-3965-9a7d-02501b1b377e","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"PADMA GOPALAN is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":"Consent of instructor","course":null,"evidence":"Consent of instructor","id":"n0","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_0f3636e7002810a0bffeb9b3","source":"enrollment","source_instructor_id":"ddmorgan","identity_basis":"netid","identity_status":"source_identified","name":"Dane Morgan","email":"DDMORGAN@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/DANE_MORGAN"},{"instructor_uid":"instructor_101031aac6d79cd4c503a665","source":"enrollment","source_instructor_id":"fliu262","identity_basis":"netid","identity_status":"source_identified","name":"Fang Liu","email":"FANG.LIU3@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/FANG_LIU"},{"instructor_uid":"instructor_96e675e806b53f94395a925e","source":"enrollment","source_instructor_id":"jkawasaki","identity_basis":"netid","identity_status":"source_identified","name":"Jason Kawasaki","email":"JKAWASAKI@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/JASON_KAWASAKI"},{"instructor_uid":"instructor_ef0bbafe2ee14f597492b2d2","source":"enrollment","source_instructor_id":"jhu238","identity_basis":"netid","identity_status":"source_identified","name":"Jiamian Hu","email":"JHU238@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":5,"quality":3.2,"difficulty":4.2,"quality_count":5,"difficulty_count":5,"profile_id":"rmp:2538327","source_url":"https://www.ratemyprofessors.com/professor/2538327","match_basis":"exact_name","observed_at":"2026-09-07 16:32:38.629444+00:00","courses":{},"bayesian_quality":3.5677486268372762,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/JIAMIAN_HU"},{"instructor_uid":"instructor_1854cbdd51a40ae5e12b0c65","source":"enrollment","source_instructor_id":"kchoi42","identity_basis":"netid","identity_status":"source_identified","name":"Kyoung-Shin Choi","email":"KSCHOI@CHEM.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":23,"quality":3.83,"difficulty":3.52,"quality_count":23,"difficulty_count":23,"profile_id":"rmp:1902841","source_url":"https://www.ratemyprofessors.com/professor/1902841","match_basis":"exact_name","observed_at":"2026-09-07 16:25:09.079074+00:00","courses":{"course_a7668536d1e53aaa1b329b21":{"review_count":4,"quality":5,"difficulty":3.25,"quality_count":4,"difficulty_count":4},"course_1892a0df3dfd0788ad8a857d":{"review_count":18,"quality":3.67,"difficulty":3.5,"quality_count":18,"difficulty_count":18}},"bayesian_quality":3.7507840853705097,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/KYOUNG-SHIN_CHOI"},{"instructor_uid":"instructor_e2b647f2834821f5292f4800","source":"enrollment","source_instructor_id":"msarnold","identity_basis":"netid","identity_status":"source_identified","name":"Michael Arnold","email":"MSARNOLD@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":10,"quality":4.9,"difficulty":3.4,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:1218394","source_url":"https://www.ratemyprofessors.com/professor/1218394","match_basis":"exact_name","observed_at":"2026-09-07 16:18:42.834397+00:00","courses":{},"bayesian_quality":4.07312385569773,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/MICHAEL_ARNOLD"},{"instructor_uid":"instructor_9371ca8dc7441e33c639efb2","source":"enrollment","source_instructor_id":"pgopalan","identity_basis":"netid","identity_status":"source_identified","name":"Padma Gopalan","email":"PGOPALAN@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":7,"quality":3.14,"difficulty":3.71,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1080919","source_url":"https://www.ratemyprofessors.com/professor/1080919","match_basis":"exact_name","observed_at":"2026-09-07 16:12:57.311517+00:00","courses":{},"bayesian_quality":3.5249524322567374,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PADMA_GOPALAN"},{"instructor_uid":"instructor_551b4220b276dbcc136378da","source":"enrollment","source_instructor_id":"skube","identity_basis":"netid","identity_status":"source_identified","name":"Sebastian Kube","email":"SEBASTIAN.KUBE@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":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:3057287","source_url":"https://www.ratemyprofessors.com/professor/3057287","match_basis":"exact_name","observed_at":"2026-09-07 16:06:28.335036+00:00","courses":{},"bayesian_quality":3.781532530496905,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/SEBASTIAN_KUBE"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:636:012607","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1272","source_course_id":"012607","source_subject_id":"636","title":"Independent Study","credits_min":1,"credits_max":3,"typically_offered":"Occasionally"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:18449","term_id":"1272","source_section_id":"18449","identity_basis":"class_number","section_number":"008","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":35,"enrolled":0,"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:1272:20970","term_id":"1272","source_section_id":"20970","identity_basis":"class_number","section_number":"009","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":10,"enrolled":0,"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:1272:21649","term_id":"1272","source_section_id":"21649","identity_basis":"class_number","section_number":"010","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":10,"enrolled":0,"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:1272:28615","term_id":"1272","source_section_id":"28615","identity_basis":"class_number","section_number":"018","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":10,"enrolled":0,"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:1272:29614","term_id":"1272","source_section_id":"29614","identity_basis":"class_number","section_number":"017","section_type":"IND","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"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:33285","term_id":"1272","source_section_id":"33285","identity_basis":"class_number","section_number":"019","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":10,"enrolled":0,"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:1272:33658","term_id":"1272","source_section_id":"33658","identity_basis":"class_number","section_number":"020","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":5,"enrolled":0,"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:1272:34148","term_id":"1272","source_section_id":"34148","identity_basis":"class_number","section_number":"021","section_type":"IND","instruction_mode":"Classroom Instruction","capacity":10,"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":[{"instructor_uid":"instructor_d5bed9e0e3e7e6e10ac83b63","source":"madgrades","source_instructor_id":"3949360","identity_basis":"source_id","identity_status":"source_identified","name":"DANE MORGAN","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":3.823,"graded":1136,"counts":[885,149,72,22,5,0,3],"sections":196},"instructor_url":"/instructors/DANE_MORGAN--instructor_d5bed9e0e3e7e6e10ac83b63"},{"instructor_uid":"instructor_21d6f3deb14cf242b8ddcbcd","source":"madgrades","source_instructor_id":"1075290","identity_basis":"source_id","identity_status":"source_identified","name":"KUMAR SRIDHARAN","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":3.605,"graded":200,"counts":[94,70,30,4,0,0,2],"sections":108},"instructor_url":"/instructors/KUMAR_SRIDHARAN--instructor_21d6f3deb14cf242b8ddcbcd"},{"instructor_uid":"instructor_39491c8bdc525c2b2d85eb85","source":"madgrades","source_instructor_id":"5644141","identity_basis":"source_id","identity_status":"source_identified","name":"JASON KAWASAKI","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":3.473,"graded":534,"counts":[205,148,147,21,11,1,1],"sections":67},"instructor_url":"/instructors/JASON_KAWASAKI--instructor_39491c8bdc525c2b2d85eb85"},{"instructor_uid":"instructor_9310172e16d105f4dbd20425","source":"madgrades","source_instructor_id":"4540142","identity_basis":"source_id","identity_status":"source_identified","name":"MICHAEL ARNOLD","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":4.9,"difficulty":3.4,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:1218394","source_url":"https://www.ratemyprofessors.com/professor/1218394","match_basis":"exact_name","observed_at":"2026-09-07 16:18:42.834397+00:00","courses":{},"bayesian_quality":4.07312385569773,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.369,"graded":811,"counts":[341,148,194,59,56,9,4],"sections":151},"instructor_url":"/instructors/MICHAEL_ARNOLD--instructor_9310172e16d105f4dbd20425"},{"instructor_uid":"instructor_ca143b51137b94334574f2c1","source":"madgrades","source_instructor_id":"5836447","identity_basis":"source_id","identity_status":"source_identified","name":"JIAMIAN HU","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":5,"quality":3.2,"difficulty":4.2,"quality_count":5,"difficulty_count":5,"profile_id":"rmp:2538327","source_url":"https://www.ratemyprofessors.com/professor/2538327","match_basis":"exact_name","observed_at":"2026-09-07 16:32:38.629444+00:00","courses":{},"bayesian_quality":3.5677486268372762,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.139,"graded":251,"counts":[82,50,48,36,16,19,0],"sections":50},"instructor_url":"/instructors/JIAMIAN_HU--instructor_ca143b51137b94334574f2c1"},{"instructor_uid":"instructor_34849a11b090d6fb90576477","source":"madgrades","source_instructor_id":"5018514","identity_basis":"source_id","identity_status":"source_identified","name":"FANG LIU","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":3.191,"graded":115,"counts":[30,26,31,18,8,2,0],"sections":33},"instructor_url":"/instructors/FANG_LIU--instructor_34849a11b090d6fb90576477"},{"instructor_uid":"instructor_4c77701327c6ac114ac5b25f","source":"madgrades","source_instructor_id":"3671537","identity_basis":"source_id","identity_status":"source_identified","name":"PADMA GOPALAN","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":7,"quality":3.14,"difficulty":3.71,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1080919","source_url":"https://www.ratemyprofessors.com/professor/1080919","match_basis":"exact_name","observed_at":"2026-09-07 16:12:57.311517+00:00","courses":{},"bayesian_quality":3.5249524322567374,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.375,"graded":1038,"counts":[289,391,243,72,31,8,4],"sections":238},"instructor_url":"/instructors/PADMA_GOPALAN--instructor_4c77701327c6ac114ac5b25f"},{"instructor_uid":"instructor_97518bf69853c033a4cd0bc1","source":"madgrades","source_instructor_id":"5053310","identity_basis":"source_id","identity_status":"source_identified","name":"KYOUNG-SHIN CHOI","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":23,"quality":3.83,"difficulty":3.52,"quality_count":23,"difficulty_count":23,"profile_id":"rmp:1902841","source_url":"https://www.ratemyprofessors.com/professor/1902841","match_basis":"exact_name","observed_at":"2026-09-07 16:25:09.079074+00:00","courses":{"course_a7668536d1e53aaa1b329b21":{"review_count":4,"quality":5,"difficulty":3.25,"quality_count":4,"difficulty_count":4},"course_1892a0df3dfd0788ad8a857d":{"review_count":18,"quality":3.67,"difficulty":3.5,"quality_count":18,"difficulty_count":18}},"bayesian_quality":3.7507840853705097,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.019,"graded":1628,"counts":[407,242,463,198,245,66,7],"sections":64},"instructor_url":"/instructors/KYOUNG-SHIN_CHOI--instructor_97518bf69853c033a4cd0bc1"},{"instructor_uid":"instructor_0f3636e7002810a0bffeb9b3","source":"enrollment","source_instructor_id":"ddmorgan","identity_basis":"netid","identity_status":"source_identified","name":"Dane Morgan","email":"DDMORGAN@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/DANE_MORGAN"},{"instructor_uid":"instructor_101031aac6d79cd4c503a665","source":"enrollment","source_instructor_id":"fliu262","identity_basis":"netid","identity_status":"source_identified","name":"Fang Liu","email":"FANG.LIU3@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/FANG_LIU"},{"instructor_uid":"instructor_1854cbdd51a40ae5e12b0c65","source":"enrollment","source_instructor_id":"kchoi42","identity_basis":"netid","identity_status":"source_identified","name":"Kyoung-Shin Choi","email":"KSCHOI@CHEM.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":23,"quality":3.83,"difficulty":3.52,"quality_count":23,"difficulty_count":23,"profile_id":"rmp:1902841","source_url":"https://www.ratemyprofessors.com/professor/1902841","match_basis":"exact_name","observed_at":"2026-09-07 16:25:09.079074+00:00","courses":{"course_a7668536d1e53aaa1b329b21":{"review_count":4,"quality":5,"difficulty":3.25,"quality_count":4,"difficulty_count":4},"course_1892a0df3dfd0788ad8a857d":{"review_count":18,"quality":3.67,"difficulty":3.5,"quality_count":18,"difficulty_count":18}},"bayesian_quality":3.7507840853705097,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/KYOUNG-SHIN_CHOI"},{"instructor_uid":"instructor_551b4220b276dbcc136378da","source":"enrollment","source_instructor_id":"skube","identity_basis":"netid","identity_status":"source_identified","name":"Sebastian Kube","email":"SEBASTIAN.KUBE@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":5,"difficulty":2.5,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:3057287","source_url":"https://www.ratemyprofessors.com/professor/3057287","match_basis":"exact_name","observed_at":"2026-09-07 16:06:28.335036+00:00","courses":{},"bayesian_quality":3.781532530496905,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/SEBASTIAN_KUBE"},{"instructor_uid":"instructor_9371ca8dc7441e33c639efb2","source":"enrollment","source_instructor_id":"pgopalan","identity_basis":"netid","identity_status":"source_identified","name":"Padma Gopalan","email":"PGOPALAN@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":7,"quality":3.14,"difficulty":3.71,"quality_count":7,"difficulty_count":7,"profile_id":"rmp:1080919","source_url":"https://www.ratemyprofessors.com/professor/1080919","match_basis":"exact_name","observed_at":"2026-09-07 16:12:57.311517+00:00","courses":{},"bayesian_quality":3.5249524322567374,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PADMA_GOPALAN"},{"instructor_uid":"instructor_96e675e806b53f94395a925e","source":"enrollment","source_instructor_id":"jkawasaki","identity_basis":"netid","identity_status":"source_identified","name":"Jason Kawasaki","email":"JKAWASAKI@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/JASON_KAWASAKI"},{"instructor_uid":"instructor_e2b647f2834821f5292f4800","source":"enrollment","source_instructor_id":"msarnold","identity_basis":"netid","identity_status":"source_identified","name":"Michael Arnold","email":"MSARNOLD@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":10,"quality":4.9,"difficulty":3.4,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:1218394","source_url":"https://www.ratemyprofessors.com/professor/1218394","match_basis":"exact_name","observed_at":"2026-09-07 16:18:42.834397+00:00","courses":{},"bayesian_quality":4.07312385569773,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/MICHAEL_ARNOLD"},{"instructor_uid":"instructor_ef0bbafe2ee14f597492b2d2","source":"enrollment","source_instructor_id":"jhu238","identity_basis":"netid","identity_status":"source_identified","name":"Jiamian Hu","email":"JHU238@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":5,"quality":3.2,"difficulty":4.2,"quality_count":5,"difficulty_count":5,"profile_id":"rmp:2538327","source_url":"https://www.ratemyprofessors.com/professor/2538327","match_basis":"exact_name","observed_at":"2026-09-07 16:32:38.629444+00:00","courses":{},"bayesian_quality":3.5677486268372762,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/JIAMIAN_HU"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1172","term_name":"Fall 2016","instructors":["Dane Morgan"],"a":9,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":1,"other":0,"total":10,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1174","term_name":"Spring 2017","instructors":["Dane Morgan"],"a":9,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":9,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1182","term_name":"Fall 2017","instructors":["Dane Morgan"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1184","term_name":"Spring 2018","instructors":["Dane Morgan"],"a":10,"ab":1,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":11,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1192","term_name":"Fall 2018","instructors":["Dane Morgan"],"a":18,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":18,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1194","term_name":"Spring 2019","instructors":["Dane Morgan","Jason Kawasaki","Kumar Sridharan","Michael Arnold"],"a":8,"ab":2,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":10,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1202","term_name":"Fall 2019","instructors":["Dane Morgan","Jason Kawasaki"],"a":13,"ab":1,"b":1,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":15,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1204","term_name":"Spring 2020","instructors":["Dane Morgan","Jason Kawasaki","Jiamian Hu"],"a":11,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":11,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1212","term_name":"Fall 2020","instructors":["Dane Morgan","Jason Kawasaki","Jiamian Hu"],"a":6,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":6,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1222","term_name":"Fall 2021","instructors":["Dane Morgan"],"a":31,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":2,"no_work":0,"not_reported":0,"other":0,"total":33,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1224","term_name":"Spring 2022","instructors":["Dane Morgan","Jason Kawasaki"],"a":41,"ab":1,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":43,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1232","term_name":"Fall 2022","instructors":["Dane Morgan","Jiamian Hu"],"a":37,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":3,"no_work":0,"not_reported":0,"other":0,"total":40,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1242","term_name":"Fall 2023","instructors":["Fang Liu"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1244","term_name":"Spring 2024","instructors":["Jason Kawasaki"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["MS&E 299"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"MS&E 299","course_uid":"course_40a943bd16d0bbb888902b60","term_id":"1262","term_name":"Fall 2025","instructors":["Kyoung-Shin Choi","Michael Arnold","Padma Gopalan"],"a":0,"ab":0,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":0,"source_aliases":["MS&E 299"]}],"statistics":{"gpa":3.982,"graded":199,"counts":[193,5,1,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_40a943bd16d0bbb888902b60-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_40a943bd16d0bbb888902b60-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_40a943bd16d0bbb888902b60-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":null,"instructorTrends":[{"uid":"instructor_d5bed9e0e3e7e6e10ac83b63","name":"DANE MORGAN","count":198,"terms":[{"term":"1172","count":9,"sections":1,"gpa":4},{"term":"1174","count":9,"sections":1,"gpa":4},{"term":"1184","count":11,"sections":1,"gpa":3.9545454545454546},{"term":"1192","count":18,"sections":1,"gpa":4},{"term":"1194","count":10,"sections":1,"gpa":3.9},{"term":"1202","count":15,"sections":1,"gpa":3.9},{"term":"1204","count":11,"sections":1,"gpa":4},{"term":"1212","count":6,"sections":1,"gpa":4},{"term":"1222","count":31,"sections":1,"gpa":4},{"term":"1224","count":41,"sections":1,"gpa":3.9878048780487805},{"term":"1232","count":37,"sections":1,"gpa":4}]},{"uid":"instructor_39491c8bdc525c2b2d85eb85","name":"JASON KAWASAKI","count":1,"terms":[{"term":"1224","count":1,"sections":1,"gpa":4}]}],"following":[],"projection":null}}