# INFOSYS 765: Contemporary Topics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/INFOSYS_765) ## 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 b79e4f50d5dd6ccada3dd6f9bd33951a6e09abf1c711de2237ffc6ca97fdc623 ### course id INFOSYS 765 ### course uid course\_8e900cf34c73019912073890 ### catalog version id c9d8411d1a92cf7d9b1a04d2a81aef7011d841b059a4f25616683a46442e5c85 ### course number 765 ### subjects * INFOSYS ### title CONTEMPORARY TOPICS ### description Exploration of subject areas possibly to be introduced into the business curriculum. ### requirements text Graduate/professional standing or declared in graduate Business Exchange program ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id c03b1fe1f25d051c5ee27b88134b60ec70d2f08bcc9d7ee0228ff8f24a371f29 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary INFOSYS 765 explores subject areas potentially introduced into the business curriculum. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * INFOSYS 765 contemporary topics * business curriculum exploration graduate * INFOSYS 765 graduate standing ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 74626f27706804d634e24a18350c0da979cf98efe99c3bf244b2d54a0c47b2ef #### course id INFOSYS 765 #### 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: 3.98 GPA, 100.0% A/AB (n=26 letter grades); Spring 2025: 3.93 GPA, 100.0% A/AB (n=7 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=9 letter grades). ```json { "citations": 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history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing or declared in graduate Business Exchange program", "course": null, "evidence": "Graduate/professional standing or declared in graduate Business Exchange program", "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_896eeddd99000281eb0a0d0c", "source": "madgrades", "source_instructor_id": "3044219", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DIVAKARAN LIGINLAL", "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": 4, "graded": 12, "counts": [ 12, 0, 0, 0, 0, 0, 0 ], 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"20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INFOSYS 765", "course_uid": "course_8e900cf34c73019912073890", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Qinglai He" ], "a": 25, "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": 26, "source_aliases": [ "INFOSYS 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INFOSYS 765", "course_uid": "course_8e900cf34c73019912073890", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "MIN-SEOK PANG" ], "a": 6, "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": 7, "source_aliases": [ "INFOSYS 765" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "INFOSYS 765", "course_uid": "course_8e900cf34c73019912073890", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Allen Li" ], "a": 9, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "INFOSYS 765" ] } ] ``` ### statistics #### gpa 3.969 #### graded 145 #### counts * 137 * 7 * 1 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8e900cf34c73019912073890-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8e900cf34c73019912073890-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8e900cf34c73019912073890-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8e900cf34c73019912073890-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8e900cf34c73019912073890-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8e900cf34c73019912073890-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.9689655172413794 #### count 145 #### university ##### size 4591 ##### gpa Percentile 90 ##### count Percentile 48 ##### median Count 152 ##### 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 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 396 | false | | 3.2–3.6 | 1396 | false | | 3.6–4.0 | 2775 | true | #### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | ### terms #### 1072 ##### term 1072 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1082 ##### term 1082 ##### gpa 4 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1104 ##### term 1104 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1112 ##### term 1112 ##### gpa 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1122 ##### term 1122 ##### gpa 3.8846153846153846 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1132 ##### term 1132 ##### gpa 3.9545454545454546 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1142 ##### term 1142 ##### gpa 3.966666666666667 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1152 ##### term 1152 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1162 ##### term 1162 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1172 ##### term 1172 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1234 ##### term 1234 ##### gpa 3.980769230769231 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1254 ##### term 1254 ##### gpa 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | #### 1264 ##### term 1264 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | INFOSYS | | ### benchmarks #### all ##### school ###### size 4591 ###### gpa 3.6345536242353544 ###### top Share 80.26743966407746 ###### count 152 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### 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 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_02d7394e3b3ccb4612ca5085", "name": "SUNG KIM", "count": 50, "terms": [ { "term": "1122", "count": 13, "sections": 1, "gpa": 3.8846153846153846 }, { "term": "1132", "count": 22, "sections": 1, "gpa": 3.9545454545454546 }, { "term": "1142", "count": 15, "sections": 1, "gpa": 3.966666666666667 } ] }, { "uid": "instructor_dec597a760fcf34d917b473f", "name": "NICHOLAS DAVIS", "count": 27, "terms": [ { "term": "1152", "count": 13, "sections": 1, "gpa": 4 }, { "term": "1162", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1172", "count": 7, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_abcd9467951e2baced38bc1e", "name": "QINGLAI HE", "count": 26, "terms": [ { "term": "1234", "count": 26, "sections": 1, "gpa": 3.980769230769231 } ] }, { "uid": "instructor_47deb1133e800d61c426a719", "name": "J. SAPUTRO", "count": 14, "terms": [ { "term": "1104", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1112", "count": 7, "sections": 2, "gpa": 3.9285714285714284 } ] }, { "uid": "instructor_896eeddd99000281eb0a0d0c", "name": "DIVAKARAN LIGINLAL", "count": 12, "terms": [ { "term": "1072", "count": 6, "sections": 3, "gpa": 4 }, { "term": "1082", "count": 6, "sections": 3, "gpa": 4 } ] }, { "uid": "instructor_8a4a02bfa8668522d6731e36", "name": "ALLEN LI", "count": 9, "terms": [ { "term": "1264", "count": 9, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_a44ca8d43d8e8904d39c7f5e", "name": "QI ZHANG", "count": 7, "terms": [ { "term": "1172", "count": 7, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_c2aac38b810a2c26f4dede70", "name": "MIN-SEOK PANG", "count": 7, "terms": [ { "term": "1254", "count": 7, "sections": 1, "gpa": 3.9285714285714284 } ] } ] ``` ## following None recorded.