# RMI 705: Risk Management and Technologies in a Digital Age | UW–Madison [View on UW Courses](https://uwcourses.com/courses/RMI_705) ## 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 da2b85f1d8078077559379001727ea2db73d25047ee1692ad24d7fbe72c5b17b ### course id RMI 705 ### course uid course\_db3a4d113e575ca6baa80cf8 ### catalog version id 62210aa3b4ecdb3af3c46802648e3a529d413d1f674e06bc506487e6987be9db ### course number 705 ### subjects * RMI ### title RISK MANAGEMENT AND TECHNOLOGIES IN A DIGITAL AGE ### description Develop insight into the principles of risk management, including institutions engaged in identifying, assessing, preventing, mitigating, and transferring risk. Specific focus is given to how the digitization of data, technology, and analytics are creating a new risk landscape, and how conventional risk management approaches can adapt to meet these emerging business needs. ### requirements text Graduate/professional standing. Not open to students with credit forR M I 300or700. ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id a1ee66f8e27b7a7142e48982eb282d216db69eb45039b7089802bcb95c71a6cd ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary RMI 705 teaches principles of risk management in the context of digital transformation, focusing on how data, technology, and analytics reshape risk landscapes and require adapted management approaches. ### llm topics * Principles of risk management * Digitization, technology, and analytics in risk * Emerging risk landscapes * Adaptation of risk management approaches ### llm skills * Risk identification, assessment, prevention, mitigation, and transfer * Analyzing the impact of data digitization and technology on risk landscapes * Adapting conventional risk management approaches to emerging business needs ### llm assumed background None recorded. ### llm search phrases * digital risk management * risk analytics technology * risk mitigation strategies * RMI 705 graduate course ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash a2d4241fc7ff0ac3cb09613faeea57405e2f9062a4ba6a46ab934cd1fbc34565 #### course id RMI 705 #### 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 2023: 3.79 GPA, 100.0% A/AB (n=14 letter grades); Spring 2024: 3.57 GPA, 76.2% A/AB (n=21 letter grades); Spring 2025: 3.69 GPA, 87.5% A/AB (n=8 letter grades). ```json { "citations": [ { "course_id": "RMI 705", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6aa8a218-e5cb-39a0-b599-26844bfa9f35", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "RMI 705", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6aa8a218-e5cb-39a0-b599-26844bfa9f35", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "RMI 705", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "6aa8a218-e5cb-39a0-b599-26844bfa9f35", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "Graduate/professional standing. Not open to students with credit forR M I 300or700.", "id": "n0", "kind": "all" }, { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n1", "kind": "condition" }, { "children": [ "n3" ], "condition": null, "course": null, "evidence": "Not open to students with credit forR M I 300or700.", "id": "n2", "kind": "not" }, { "children": [ "n4", "n5" ], "condition": null, "course": null, "evidence": "credit forR M I 300or700", "id": "n3", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 300, "minimum_grade": null, "subjects": [ "RMI" ], "timing": "prior" }, "evidence": "R M I 300", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 700, "minimum_grade": null, "subjects": [ "RMI" ], "timing": "prior" }, "evidence": "700", "id": "n5", "kind": "course" } ] ``` #### notes * The text 'credit forR M I 300or700' is parsed as 'credit for RMI 300 or RMI 700' based on linked\_courses and standard exclusion syntax. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_8e3286c880e2ea11c3d5ba9b", "source": "madgrades", "source_instructor_id": "3129145", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES LEVERTY", "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": 3.393, "graded": 920, "counts": [ 307, 286, 191, 102, 32, 1, 1 ], "sections": 53 }, "instructor_url": "/instructors/JAMES_LEVERTY" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 705", "course_uid": "course_db3a4d113e575ca6baa80cf8", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "JAMES LEVERTY" ], "a": 8, "ab": 6, "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": 14, "source_aliases": [ "RMI 705" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 705", "course_uid": "course_db3a4d113e575ca6baa80cf8", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "JAMES LEVERTY" ], "a": 8, "ab": 8, "b": 5, "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": 21, "source_aliases": [ "RMI 705" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "RMI 705", "course_uid": "course_db3a4d113e575ca6baa80cf8", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "JAMES LEVERTY" ], "a": 5, "ab": 2, "b": 0, "bc": 1, "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 705" ] } ] ``` ### statistics #### gpa 3.663 #### graded 43 #### counts * 21 * 16 * 5 * 1 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_db3a4d113e575ca6baa80cf8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_db3a4d113e575ca6baa80cf8-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_db3a4d113e575ca6baa80cf8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_db3a4d113e575ca6baa80cf8-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_db3a4d113e575ca6baa80cf8-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_db3a4d113e575ca6baa80cf8-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6627906976744184 #### count 43 #### university ##### size 2348 ##### gpa Percentile 42 ##### count Percentile 15 ##### median Count 92 ##### 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 | 18 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 639 | false | | 3.6–4.0 | 1518 | true | #### departments ```json [ { "subject": "RMI", "comparison": { "size": 10, "gpaPercentile": 89, "countPercentile": 11, "medianCount": 54.5, "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": 5, "current": false }, { "range": "3.6–4.0", "count": 3, "current": true } ] } } ] ``` ### terms #### 1234 ##### term 1234 ##### gpa 3.7857142857142856 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | #### 1244 ##### term 1244 ##### gpa 3.5714285714285716 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | #### 1254 ##### term 1254 ##### gpa 3.6875 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | RMI | | ### benchmarks #### all ##### school ###### size 2348 ###### gpa 3.662566301197052 ###### top Share 82.15513254115368 ###### count 92 ##### RMI ###### size 10 ###### gpa 3.5160657831230955 ###### top Share 69.93064678552437 ###### count 54.5 #### terms ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_8e3286c880e2ea11c3d5ba9b", "name": "JAMES LEVERTY", "count": 43, "terms": [ { "term": "1234", "count": 14, "sections": 1, "gpa": 3.7857142857142856 }, { "term": "1244", "count": 21, "sections": 1, "gpa": 3.5714285714285716 }, { "term": "1254", "count": 8, "sections": 1, "gpa": 3.6875 } ] } ] ``` ## following None recorded.