# ECE/MATH/STAT 888: Topics in Mathematical Data Science | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_MATH_STAT_888) ## 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 | | 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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 e0baf0dec969c711cc6efe7a141f768ad9e6bfc63623e35892056d804f66fd32 ### course id ECE/MATH/STAT 888 ### course uid course\_41d1928ddf8536080547d0f0 ### catalog version id 6b3e46cee74cae609840f83cbd21077efa5cfc2031ab91d2eee6dddfab992931 ### course number 888 ### subjects * ECE * MATH * STAT ### title TOPICS IN MATHEMATICAL DATA SCIENCE ### description Advanced topics in the mathematical foundations of data science ### requirements text Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program ### credits min 1 ### credits max 3 ### credit offering ids * 1272:320:026070 * 1272:600:026070 * 1272:932:026070 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 6d8cfc878cef4fe05c017d716e6c008fce65d4d632f07f2930773bbe9428b867 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE/MATH/STAT 888 covers advanced topics in the mathematical foundations of data science. ### llm topics * Mathematical foundations of data science ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * mathematical foundations data science graduate * ECE MATH STAT 888 topics * advanced data science mathematics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 99413927510500dffb4c0e09ce5983d51c29f9fd77181b528da16f383b068159 #### course id ECE/MATH/STAT 888 #### current instructors ```json [ { "instructor_uid": "instructor_e1d5923716e3898909bb847b", "message": "No course-specific reviews available", "name": "Ulugbek Kamilov", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical 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}, "course_2dc691819ab3968d0478921d": { "review_count": 15, "quality": 1.2, "difficulty": 4.73, "quality_count": 15, "difficulty_count": 15 } }, "bayesian_quality": 2.315415903798487, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.553, "graded": 274, "counts": [ 125, 92, 34, 17, 2, 3, 1 ], "sections": 24 }, "instructor_url": "/instructors/GRIGORIS_CHRYSOS--instructor_c2f40edad07a93567308c9bc" }, { "instructor_uid": "instructor_e1d5923716e3898909bb847b", "source": "enrollment", "source_instructor_id": "kamilov", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ulugbek Kamilov", "email": "KAMILOV@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/ULUGBEK_KAMILOV" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/MATH/STAT 888", "course_uid": "course_41d1928ddf8536080547d0f0", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Sebastien Roch" ], "a": 49, "ab": 0, "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": 51, "source_aliases": [ "ECE/MATH/STAT 888" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/MATH/STAT 888", "course_uid": "course_41d1928ddf8536080547d0f0", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Amy Cochran" ], "a": 37, "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": 38, "source_aliases": [ "ECE/MATH/STAT 888" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/MATH/STAT 888", "course_uid": "course_41d1928ddf8536080547d0f0", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Qin Li" ], "a": 20, "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": 22, "source_aliases": [ "ECE/MATH/STAT 888" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/MATH/STAT 888", "course_uid": "course_41d1928ddf8536080547d0f0", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Qin Li" ], "a": 12, "ab": 5, "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": 17, "source_aliases": [ "ECE/MATH/STAT 888" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/MATH/STAT 888", "course_uid": "course_41d1928ddf8536080547d0f0", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Robert Nowak" ], "a": 13, "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": 13, "source_aliases": [ "ECE/MATH/STAT 888" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/MATH/STAT 888", "course_uid": "course_41d1928ddf8536080547d0f0", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Jose Rodriguez" ], "a": 17, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 2, "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": [ "ECE/MATH/STAT 888" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/MATH/STAT 888", "course_uid": "course_41d1928ddf8536080547d0f0", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Grigoris Chrysos" ], "a": 9, "ab": 8, "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": 17, "source_aliases": [ "ECE/MATH/STAT 888" ] } ] ``` ### statistics #### gpa 3.894 #### graded 179 #### counts * 157 * 18 * 2 * 0 * 0 * 0 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_41d1928ddf8536080547d0f0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_41d1928ddf8536080547d0f0-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_41d1928ddf8536080547d0f0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_41d1928ddf8536080547d0f0-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_41d1928ddf8536080547d0f0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_41d1928ddf8536080547d0f0-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_41d1928ddf8536080547d0f0-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_41d1928ddf8536080547d0f0-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.893854748603352 #### count 179 #### university ##### size 3945 ##### gpa Percentile 72 ##### count Percentile 67 ##### median Count 107 ##### 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 | 12 | false | | 2.8–3.2 | 238 | false | | 3.2–3.6 | 958 | false | | 3.6–4.0 | 2736 | true | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 102, "gpaPercentile": 85, "countPercentile": 62, "medianCount": 124, "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": 5, "current": false }, { "range": "3.2–3.6", "count": 42, "current": false }, { "range": "3.6–4.0", "count": 55, "current": true } ] } }, { "subject": "MATH", "comparison": { "size": 105, "gpaPercentile": 73, "countPercentile": 63, "medianCount": 116, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 4, "current": false }, { "range": "2.8–3.2", "count": 23, "current": false }, { "range": "3.2–3.6", "count": 29, "current": false }, { "range": "3.6–4.0", "count": 48, "current": true } ] } }, { "subject": "STAT", "comparison": { "size": 64, "gpaPercentile": 87, "countPercentile": 52, "medianCount": 155, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 25, "current": false }, { "range": "3.6–4.0", "count": 30, "current": true } ] } } ] ``` ### terms #### 1222 ##### term 1222 ##### gpa 3.9607843137254903 ##### count 51 ##### university ###### size 1157 ###### gpa Percentile 93 ###### count Percentile 38 ###### median Count 64 ###### 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 | 17 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 351 | false | | 3.6–4.0 | 614 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 95, "countPercentile": 23, "medianCount": 70, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 18, "current": false }, { "range": "3.6–4.0", "count": 16, "current": true } ] } }, { "subject": "MATH", "comparison": { "size": 39, "gpaPercentile": 97, "countPercentile": 29, "medianCount": 63, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 5, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 12, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } }, { "subject": "STAT", "comparison": { "size": 32, "gpaPercentile": 97, "countPercentile": 35, "medianCount": 55.5, "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": 9, "current": false }, { "range": "3.2–3.6", "count": 10, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.986842105263158 ##### count 38 ##### university ###### size 1216 ###### gpa Percentile 94 ###### count Percentile 17 ###### median Count 66 ###### 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 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | false | | 3.6–4.0 | 670 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 95, "countPercentile": 19, "medianCount": 70, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 16, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } }, { "subject": "MATH", "comparison": { "size": 43, "gpaPercentile": 93, "countPercentile": 24, "medianCount": 69, "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": 1, "current": false }, { "range": "2.4–2.8", "count": 4, "current": false }, { "range": "2.8–3.2", "count": 17, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } }, { "subject": "STAT", "comparison": { "size": 32, "gpaPercentile": 94, "countPercentile": 6, "medianCount": 60.5, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 13, "current": false }, { "range": "3.6–4.0", "count": 8, "current": true } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.9545454545454546 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | MATH | | | STAT | | #### 1242 ##### term 1242 ##### gpa 3.8529411764705883 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | MATH | | | STAT | | #### 1254 ##### term 1254 ##### gpa 4 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | MATH | | | STAT | | #### 1262 ##### term 1262 ##### gpa 3.5714285714285716 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | MATH | | | STAT | | #### 1264 ##### term 1264 ##### gpa 3.764705882352941 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | MATH | | | STAT | | ### benchmarks #### all ##### school ###### size 3945 ###### gpa 3.6904564906701394 ###### top Share 83.84127578818864 ###### count 107 ##### ECE ###### size 102 ###### gpa 3.607332027680718 ###### top Share 78.94146061248907 ###### count 124 ##### MATH ###### size 105 ###### gpa 3.5157982924093645 ###### top Share 72.92198640437155 ###### count 116 ##### STAT ###### size 64 ###### gpa 3.5560082577300838 ###### top Share 75.796171527829 ###### count 155 #### terms ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### ECE ###### size 41 ###### gpa 3.502469130958549 ###### top Share 72.06914460291064 ###### count 70 ###### MATH ###### size 39 ###### gpa 3.2083447119296955 ###### top Share 56.75007696473496 ###### count 63 ###### STAT ###### size 32 ###### gpa 3.4861059411832307 ###### top Share 71.46520654148341 ###### count 55.5 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ECE ###### size 44 ###### gpa 3.4583903966894223 ###### top Share 70.01102622146537 ###### count 70 ###### MATH ###### size 43 ###### gpa 3.2486774162409366 ###### top Share 56.56203211471963 ###### count 69 ###### STAT ###### size 32 ###### gpa 3.4024781451477413 ###### top Share 66.63145704464162 ###### count 60.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### ECE ###### size 41 ###### gpa 3.521247893399985 ###### top Share 73.18909826442149 ###### count 70 ###### MATH ###### size 41 ###### gpa 3.178489266862151 ###### top Share 56.06874885619616 ###### count 67 ###### STAT ###### size 25 ###### gpa 3.396227416481204 ###### top Share 66.8429997070879 ###### count 67 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ECE ###### size 41 ###### gpa 3.4916867437115484 ###### top Share 71.95296745580877 ###### count 83 ###### MATH ###### size 43 ###### gpa 3.2449031633350183 ###### top Share 58.03783489438137 ###### count 80 ###### STAT ###### size 34 ###### gpa 3.4558758327213903 ###### top Share 69.10154863162224 ###### count 55 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### ECE ###### size 40 ###### gpa 3.5198762319632855 ###### top Share 74.0918065550377 ###### count 87.5 ###### MATH ###### size 39 ###### gpa 3.180435541912479 ###### top Share 53.878371816747475 ###### count 89 ###### STAT ###### size 28 ###### gpa 3.4752654121860003 ###### top Share 68.35873780152826 ###### count 70 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### ECE ###### size 41 ###### gpa 3.5162416044524014 ###### top Share 73.72561877957347 ###### count 82 ###### MATH ###### size 43 ###### gpa 3.2481769276584003 ###### top Share 56.325967864851854 ###### count 81 ###### STAT ###### size 29 ###### gpa 3.415022952129974 ###### top Share 64.95385808199006 ###### count 81 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### ECE ###### size 45 ###### gpa 3.5814138447018746 ###### top Share 77.53027985486403 ###### count 73 ###### MATH ###### size 42 ###### gpa 3.13598176627681 ###### top Share 52.25969905887213 ###### count 80 ###### STAT ###### size 26 ###### gpa 3.343399816676682 ###### top Share 63.23102425546245 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_a19b17502e85c5e433a5c53f", "name": "SEBASTIEN ROCH", "count": 51, "terms": [ { "term": "1222", "count": 51, "sections": 1, "gpa": 3.9607843137254903 } ] }, { "uid": "instructor_6cee1ae6c2c6ae042c8870e4", "name": "QIN LI", "count": 39, "terms": [ { "term": "1234", "count": 22, "sections": 1, "gpa": 3.9545454545454546 }, { "term": "1242", "count": 17, "sections": 1, "gpa": 3.8529411764705883 } ] }, { "uid": "instructor_c6eb016d8760227b7ff96b4b", "name": "AMY COCHRAN", "count": 38, "terms": [ { "term": "1232", "count": 38, "sections": 1, "gpa": 3.986842105263158 } ] }, { "uid": "instructor_7f6ea70d7cbf47dca5c5f58b", "name": "JOSE RODRIGUEZ", "count": 21, "terms": [ { "term": "1262", "count": 21, "sections": 1, "gpa": 3.5714285714285716 } ] }, { "uid": "instructor_c2f40edad07a93567308c9bc", "name": "GRIGORIS CHRYSOS", "count": 17, "terms": [ { "term": "1264", "count": 17, "sections": 1, "gpa": 3.764705882352941 } ] }, { "uid": "instructor_a0635de9e0867a015d9ba90e", "name": "ROBERT NOWAK", "count": 13, "terms": [ { "term": "1254", "count": 13, "sections": 1, "gpa": 4 } ] } ] ``` ## following None recorded.