# ECE 610: Seminar in Electrical and Computer Engineering | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_610) ## 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 55af99fb8dfc5b8076aa0ff1f6f3f8421f509159ec581b0f8c6806fc988a3708 ### course id ECE 610 ### course uid course\_49cfc7282565c4e69c26d68f ### catalog version id 76023133566731900d60654d40333b445adfc0ac57cd75c3410d3888e4e80d83 ### course number 610 ### subjects * ECE ### title SEMINAR IN ELECTRICAL AND COMPUTER ENGINEERING ### description Survey of topics within electrical and computer engineering designed to provide foundational knowledge and techniques for success. Includes energy and power systems, applied physics, electromagnetic fields, plasmas, communications and signal processing, controls, photonics, solid-state devices, and computing. Develop skills in engineering and technical communication, writing, ethics, and project management. ### requirements text Graduate/professional standing ### credits min 1 ### credits max 1 ### credit offering ids * 1272:320:024792 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id c77134b6b689b02128fbd9f441a0df4101853c88c97f657fcaca7813307fedf4 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 610 surveys foundational electrical and computer engineering topics and develops technical communication and project management skills. ### llm topics * Energy and power systems, applied physics, electromagnetic fields, plasmas, communications, signal processing, controls, photonics, solid-state devices, and computing ### llm skills * Engineering and technical communication, writing, ethics, and project management ### llm assumed background None recorded. ### llm search phrases * ECE 610 seminar * electrical engineering survey * graduate ECE topics * engineering communication skills ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash f9d9721b6e0c2de2114142c861b312c9d6688709ca3ef4003fc32bb035411860 #### course id ECE 610 #### current instructors ```json [ { "instructor_uid": "instructor_80b9c58bb54c247aca1d41ef", "message": "No course-specific reviews available", "name": "Hongrui Jiang", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2257703", "summary": [] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2023: 3.75 GPA, 87.2% A/AB (n=109 letter grades); Fall 2024: 3.93 GPA, 97.0% A/AB (n=135 letter grades); Fall 2025: 3.97 GPA, 97.4% A/AB (n=78 letter grades). ```json { "citations": [ { "course_id": "ECE 610", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "68a9eff5-ef3d-31dd-9225-58202add3da1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 610", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "68a9eff5-ef3d-31dd-9225-58202add3da1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 610", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "68a9eff5-ef3d-31dd-9225-58202add3da1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "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": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_80b9c58bb54c247aca1d41ef", "source": "enrollment", "source_instructor_id": "hongruijiang", "identity_basis": "netid", "identity_status": "source_identified", "name": "Hongrui Jiang", "email": "HONGRUI@ENGR.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": 18, "quality": 3.17, "difficulty": 3.17, "quality_count": 18, "difficulty_count": 18, "profile_id": "rmp:2257703", "source_url": "https://www.ratemyprofessors.com/professor/2257703", "match_basis": "exact_name", "observed_at": "2026-09-07 16:36:31.041150+00:00", "courses": { "course_1bd32bc0c6b6f790c916febd": { "review_count": 6, "quality": 3.83, "difficulty": 1.5, "quality_count": 6, "difficulty_count": 6 }, "course_5fc814075395647ecb66dae2": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_e4907bcab45d27b295e30076": { "review_count": 3, "quality": 3, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_236b13facc1d300e22cc9b1e": { "review_count": 6, "quality": 1.67, "difficulty": 4.33, "quality_count": 6, "difficulty_count": 6 }, "course_800240e123aa63ca6a162dd9": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4277293597613663, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, 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"instructor_uid": "instructor_61c34f9a6fc8cc4fa02afbd1", "source": "madgrades", "source_instructor_id": "4576073", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC SEVERSON", "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": 3.511, "graded": 461, "counts": [ 261, 81, 58, 26, 22, 8, 5 ], "sections": 54 }, "instructor_url": "/instructors/ERIC_SEVERSON" }, { "instructor_uid": "instructor_00daad4ed20daa5941fbb9c1", "source": "madgrades", "source_instructor_id": "5518357", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MIKHAIL KATS", "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": 3.57, "difficulty": 2.71, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:2473440", "source_url": 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"identity_status": "source_identified", "name": "BARRY VANVEEN", "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": 3.529, "graded": 1274, "counts": [ 634, 300, 202, 77, 52, 7, 2 ], "sections": 97 }, "instructor_url": "/instructors/BARRY_VANVEEN--instructor_27676dc2887ac73fb41dbfc8" }, { "instructor_uid": "instructor_07c6baea72c5f093013e2a94", "source": "madgrades", "source_instructor_id": "2601167", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PARAMESWARAN RAMANATHAN", "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": 3.298, "graded": 1405, "counts": [ 515, 320, 289, 138, 108, 25, 10 ], "sections": 163 }, "instructor_url": "/instructors/PARAMESWARAN_RAMANATHAN" }, { "instructor_uid": "instructor_d95c2d379051fc3dd30fd448", "source": "madgrades", "source_instructor_id": "6303757", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DOMINIC GROSS", "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": 3.53, "graded": 406, "counts": [ 228, 73, 49, 25, 25, 6, 0 ], "sections": 38 }, "instructor_url": "/instructors/DOMINIC_GROSS--instructor_d95c2d379051fc3dd30fd448" }, { "instructor_uid": "instructor_c2d4cbaaef97e11388e32221", "source": "madgrades", "source_instructor_id": "4256546", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC TERVO", "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": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:2974898", "source_url": "https://www.ratemyprofessors.com/professor/2974898", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:36.255836+00:00", "courses": { "course_a27257a294facd369497b276": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.56, "graded": 365, "counts": [ 213, 57, 53, 20, 18, 3, 1 ], "sections": 36 }, "instructor_url": "/instructors/ERIC_TERVO--instructor_c2d4cbaaef97e11388e32221" }, { "instructor_uid": "instructor_80b9c58bb54c247aca1d41ef", "source": "enrollment", "source_instructor_id": "hongruijiang", "identity_basis": "netid", "identity_status": "source_identified", "name": "Hongrui Jiang", "email": "HONGRUI@ENGR.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": 18, "quality": 3.17, "difficulty": 3.17, "quality_count": 18, "difficulty_count": 18, "profile_id": "rmp:2257703", "source_url": "https://www.ratemyprofessors.com/professor/2257703", "match_basis": "exact_name", "observed_at": "2026-09-07 16:36:31.041150+00:00", "courses": { "course_1bd32bc0c6b6f790c916febd": { "review_count": 6, "quality": 3.83, "difficulty": 1.5, "quality_count": 6, "difficulty_count": 6 }, "course_5fc814075395647ecb66dae2": { "review_count": 1, "quality": 5, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_e4907bcab45d27b295e30076": { "review_count": 3, "quality": 3, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_236b13facc1d300e22cc9b1e": { "review_count": 6, "quality": 1.67, "difficulty": 4.33, "quality_count": 6, "difficulty_count": 6 }, "course_800240e123aa63ca6a162dd9": { "review_count": 2, "quality": 5, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.4277293597613663, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/HONGRUI_JIANG" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Daniel Ludois" ], "a": 71, "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": 77, "source_aliases": [ "ECE 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "ERIC SEVERSON" ], "a": 67, "ab": 11, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 82, "source_aliases": [ "ECE 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Mikhail Kats" ], "a": 69, "ab": 5, "b": 2, "bc": 1, "c": 0, "d": 0, "f": 1, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 80, "source_aliases": [ "ECE 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Mikhail Kats" ], "a": 58, "ab": 5, "b": 0, "bc": 1, "c": 1, "d": 0, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 67, "source_aliases": [ "ECE 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Barry Vanveen" ], "a": 120, "ab": 0, "b": 6, "bc": 1, "c": 0, "d": 3, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 130, "source_aliases": [ "ECE 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Dominic Gross", "PARAMESWARAN RAMANATHAN" ], "a": 77, "ab": 18, "b": 7, "bc": 5, "c": 2, "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": 109, "source_aliases": [ "ECE 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Eric Tervo" ], "a": 127, "ab": 4, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 135, "source_aliases": [ "ECE 610" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 610", "course_uid": "course_49cfc7282565c4e69c26d68f", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Daniel Ludois" ], "a": 75, "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": 78, "source_aliases": [ "ECE 610" ] } ] ``` ### statistics #### gpa 3.879 #### graded 755 #### counts * 664 * 50 * 22 * 9 * 3 * 3 * 4 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_49cfc7282565c4e69c26d68f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_49cfc7282565c4e69c26d68f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_49cfc7282565c4e69c26d68f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_49cfc7282565c4e69c26d68f-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_49cfc7282565c4e69c26d68f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_49cfc7282565c4e69c26d68f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_49cfc7282565c4e69c26d68f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_49cfc7282565c4e69c26d68f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8788079470198675 #### count 755 #### university ##### size 3364 ##### gpa Percentile 70 ##### count Percentile 89 ##### median Count 133 ##### 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 | 5 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 878 | false | | 3.6–4.0 | 2252 | true | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 86, "gpaPercentile": 86, "countPercentile": 85, "medianCount": 169, "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": 6, "current": false }, { "range": "3.2–3.6", "count": 36, "current": false }, { "range": "3.6–4.0", "count": 44, "current": true } ] } } ] ``` ### terms #### 1182 ##### term 1182 ##### gpa 3.961038961038961 ##### count 77 ##### university ###### size 1025 ###### gpa Percentile 94 ###### count Percentile 55 ###### median Count 69 ###### 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 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | false | | 3.6–4.0 | 418 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 40, "gpaPercentile": 97, "countPercentile": 56, "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": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 16, "current": true } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.841463414634146 ##### count 82 ##### university ###### size 1077 ###### gpa Percentile 80 ###### count Percentile 59 ###### median Count 67 ###### 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 | 22 | false | | 2.8–3.2 | 203 | false | | 3.2–3.6 | 370 | false | | 3.6–4.0 | 481 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 38, "gpaPercentile": 92, "countPercentile": 54, "medianCount": 77, "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": 16, "current": false }, { "range": "3.6–4.0", "count": 13, "current": true } ] } } ] ``` #### 1202 ##### term 1202 ##### gpa 3.871794871794872 ##### count 78 ##### university ###### size 1102 ###### gpa Percentile 84 ###### count Percentile 57 ###### median Count 68 ###### 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 | 14 | false | | 2.8–3.2 | 218 | false | | 3.2–3.6 | 371 | false | | 3.6–4.0 | 498 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 37, "gpaPercentile": 86, "countPercentile": 47, "medianCount": 78, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.8484848484848486 ##### count 66 ##### university ###### size 1111 ###### gpa Percentile 77 ###### count Percentile 48 ###### median Count 68 ###### 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 | 4 | false | | 2.8–3.2 | 159 | false | | 3.2–3.6 | 337 | false | | 3.6–4.0 | 611 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 88, "countPercentile": 48, "medianCount": 66, "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": 19, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.873076923076923 ##### count 130 ##### university ###### size 1157 ###### gpa Percentile 81 ###### count Percentile 76 ###### 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": 88, "countPercentile": 80, "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 } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.7477064220183487 ##### count 109 ##### university ###### size 1295 ###### gpa Percentile 61 ###### count Percentile 70 ###### median Count 67 ###### 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 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | false | | 3.6–4.0 | 726 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 78, "countPercentile": 70, "medianCount": 83, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 18, "current": false }, { "range": "3.6–4.0", "count": 15, "current": true } ] } } ] ``` #### 1252 ##### term 1252 ##### gpa 3.933333333333333 ##### count 135 ##### university ###### size 1333 ###### gpa Percentile 86 ###### count Percentile 77 ###### median Count 69 ###### 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 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | false | | 3.6–4.0 | 773 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 84, "countPercentile": 79, "medianCount": 74, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 23, "current": false }, { "range": "3.6–4.0", "count": 17, "current": true } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.967948717948718 ##### count 78 ##### university ###### size 1320 ###### gpa Percentile 91 ###### count Percentile 53 ###### median Count 70 ###### 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 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | false | | 3.6–4.0 | 797 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 98, "countPercentile": 40, "medianCount": 82, "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": 8, "current": false }, { "range": "3.2–3.6", "count": 17, "current": false }, { "range": "3.6–4.0", "count": 16, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 3364 ###### gpa 3.6781629703296157 ###### top Share 83.06528650084009 ###### count 133 ##### ECE ###### size 86 ###### gpa 3.584412266179048 ###### top Share 77.78061248681323 ###### count 169 #### terms ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### ECE ###### size 40 ###### gpa 3.456923604087721 ###### top Share 68.99771043518125 ###### count 63 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### ECE ###### size 38 ###### gpa 3.447533461703932 ###### top Share 70.3070826404184 ###### count 77 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### ECE ###### size 37 ###### gpa 3.4499953407109865 ###### top Share 70.66752329901533 ###### count 78 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### ECE ###### size 41 ###### gpa 3.5390420098740205 ###### top Share 74.4144228117487 ###### count 66 ##### 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 ##### 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 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### ECE ###### size 44 ###### gpa 3.5595929340853747 ###### top Share 76.26079811550397 ###### count 74 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_f1f46f808d3e807d0017e43d", "name": "DANIEL COLIN LUDOIS", "count": 155, "terms": [ { "term": "1182", "count": 77, "sections": 1, "gpa": 3.961038961038961 }, { "term": "1262", "count": 78, "sections": 2, "gpa": 3.967948717948718 } ] }, { "uid": "instructor_00daad4ed20daa5941fbb9c1", "name": "MIKHAIL KATS", "count": 144, "terms": [ { "term": "1202", "count": 78, "sections": 1, "gpa": 3.871794871794872 }, { "term": "1212", "count": 66, "sections": 2, "gpa": 3.8484848484848486 } ] }, { "uid": "instructor_c2d4cbaaef97e11388e32221", "name": "ERIC TERVO", "count": 135, "terms": [ { "term": "1252", "count": 135, "sections": 2, "gpa": 3.933333333333333 } ] }, { "uid": "instructor_27676dc2887ac73fb41dbfc8", "name": "BARRY VANVEEN", "count": 130, "terms": [ { "term": "1222", "count": 130, "sections": 1, "gpa": 3.873076923076923 } ] }, { "uid": "instructor_07c6baea72c5f093013e2a94", "name": "PARAMESWARAN RAMANATHAN", "count": 109, "terms": [ { "term": "1242", "count": 109, "sections": 2, "gpa": 3.7477064220183487 } ] }, { "uid": "instructor_d95c2d379051fc3dd30fd448", "name": "DOMINIC GROSS", "count": 109, "terms": [ { "term": "1242", "count": 109, "sections": 2, "gpa": 3.7477064220183487 } ] }, { "uid": "instructor_61c34f9a6fc8cc4fa02afbd1", "name": "ERIC SEVERSON", "count": 82, "terms": [ { "term": "1192", "count": 82, "sections": 1, "gpa": 3.841463414634146 } ] } ] ``` ## following None recorded. ## projection ### target 1272 ### interval #### lower 3.78 #### upper 4 #### coverage 80 #### terms 5 ### gpa 3.8943641190116915 ### grades | grade | percentage | | ----- | ------------------ | | A | 89.39215889192269 | | AB | 4.817489495891327 | | B | 3.6636344878308034 | | BC | 1.1279220766801883 | | C | 0.3978021431590463 | | D | 0.4002501563477173 | | F | 0.2007427481682224 | ### source Terms * 1262 * 1252 * 1242 * 1222 ### source Count 452 ### same Season true ### historical Range * 3.747706422018349 * 3.967948717948718 ### backtest #### terms 5 #### gpa Error 0.07419500249583351 #### mix Error 10.837280747848913