# RMI 820: Advanced Topics in Risk Management | UW–Madison [View on UW Courses](https://uwcourses.com/courses/RMI_820) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 6c24d8587a1046976afc880bdb4b9fa12d1c62bca0901791509232f2a61d3f92 ### course id RMI 820 ### course uid course\_6040f6840da86ff6cef80826 ### catalog version id 168dd85c145ab676dc810df610ec7c047d8e31d2e54ef8f7c7e4fdbcd2ff16b6 ### course number 820 ### subjects * RMI ### title ADVANCED TOPICS IN RISK MANAGEMENT ### description Examination of data collection and analysis methods for risk management decisions. Analysis of qualitative and quantitative data to support transfer, retention, and loss control decisions, including loss trending, and evaluation of regulatory controls. ### requirements text Consent of instructor ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 4e4c55d15f98fe44985a42e7e0d02a783fa5935ac375952cd6910ebc1eb33861 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary RMI 820 examines data collection and analysis methods for risk management decisions, including loss trending and regulatory controls. ### llm topics * Risk management decisions * Transfer, retention, and loss control * Loss trending * Regulatory controls ### llm skills * Data collection and analysis methods for risk management * Analysis of qualitative and quantitative data * Loss trending and evaluation of regulatory controls ### llm assumed background None recorded. ### llm search phrases * risk management data analysis * qualitative quantitative data risk * loss trending regulatory controls * RMI 820 advanced topics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash caa1de5b865c80814c658c0ac4553ae2addf43efa4adee967dc374272f5b2d24 #### course id RMI 820 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2019: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=6 letter grades). ```json { "citations": 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recorded. #### 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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_ddc8e2bfa923acc61af205a7", "source": "madgrades", "source_instructor_id": "439406", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOAN SCHMIT", "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": 57, "quality": 4.32, "difficulty": 3.18, "quality_count": 57, "difficulty_count": 57, "profile_id": "rmp:1865413", "source_url": "https://www.ratemyprofessors.com/professor/1865413", "match_basis": 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"quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2894767", "source_url": "https://www.ratemyprofessors.com/professor/2894767", "match_basis": "exact_name", "observed_at": "2026-09-07 16:34:30.503665+00:00", "courses": { "course_52f2f8e572c3e3e45dc84c05": { "review_count": 2, "quality": 3.5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 }, "course_1482d7f1be139a18aa704583": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7040745943883437, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.61, "graded": 658, "counts": [ 274, 271, 103, 8, 1, 0, 1 ], "sections": 35 }, "instructor_url": "/instructors/JAMES_SWANKE--instructor_4a0f8ba6207208632b721a37" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 820", "course_uid": "course_6040f6840da86ff6cef80826", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "JOAN SCHMIT" ], "a": 8, "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": 8, "source_aliases": [ "RMI 820" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 820", "course_uid": "course_6040f6840da86ff6cef80826", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "Justin Sydnor" ], "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": [ "RMI 820" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 820", "course_uid": "course_6040f6840da86ff6cef80826", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "JOAN SCHMIT" ], "a": 5, "ab": 1, "b": 2, "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": 8, "source_aliases": [ "RMI 820" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 820", "course_uid": "course_6040f6840da86ff6cef80826", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "JOAN SCHMIT" ], "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": [ "RMI 820" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 820", "course_uid": "course_6040f6840da86ff6cef80826", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "JOAN SCHMIT" ], "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": [ "RMI 820" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 820", "course_uid": "course_6040f6840da86ff6cef80826", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "JOAN SCHMIT" ], "a": 7, "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": 7, "source_aliases": [ "RMI 820" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 820", "course_uid": "course_6040f6840da86ff6cef80826", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "James Swanke" ], "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": [ "RMI 820" ] } ] ``` ### statistics #### gpa 3.922 #### graded 45 #### counts * 40 * 3 * 2 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_6040f6840da86ff6cef80826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_6040f6840da86ff6cef80826-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_6040f6840da86ff6cef80826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_6040f6840da86ff6cef80826-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_6040f6840da86ff6cef80826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_6040f6840da86ff6cef80826-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.922222222222222 #### count 45 #### university ##### size 3318 ##### gpa Percentile 83 ##### count Percentile 16 ##### median Count 99 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 29 | false | | 2.8–3.2 | 324 | false | | 3.2–3.6 | 1051 | false | | 3.6–4.0 | 1914 | true | #### departments ```json [ { "subject": "RMI", "comparison": { "size": 13, "gpaPercentile": 92, "countPercentile": 17, "medianCount": 94, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 7, "current": false }, { "range": "3.6–4.0", "count": 4, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | #### 1154 ##### term 1154 ##### gpa 3.6875 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | #### 1174 ##### term 1174 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | #### 1194 ##### term 1194 ##### gpa 3.9 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | #### 1234 ##### term 1234 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | ### benchmarks #### all ##### school ###### size 3318 ###### gpa 3.6152740052576875 ###### top Share 79.17632277236818 ###### count 99 ##### RMI ###### size 13 ###### gpa 3.492873085155623 ###### top Share 68.50939367663693 ###### count 94 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_ddc8e2bfa923acc61af205a7", "name": "JOAN SCHMIT", "count": 39, "terms": [ { "term": "1074", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 8, "sections": 1, "gpa": 3.6875 }, { "term": "1174", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 10, "sections": 1, "gpa": 3.9 }, { "term": "1234", "count": 7, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4a0f8ba6207208632b721a37", "name": "JAMES SWANKE", "count": 6, "terms": [ { "term": "1254", "count": 6, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.