# ECE 601: Special Topics in Electrical and Computer Engineering | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_601) ## 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 62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127 ### course id ECE 601 ### course uid course\_0fe7f84f9b6408104d512ff6 ### catalog version id f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf ### course number 601 ### subjects * ECE ### title SPECIAL TOPICS IN ELECTRICAL AND COMPUTER ENGINEERING ### description Advanced topics of special interest to students in various areas of Electrical and Computer Engineering. ### requirements text Junior standing or member of Engineering Guest Students ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id e56ea36c7006ceb96d51593d91a48e14a7cee9024595ad2ade0867a0400189f0 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 601 covers advanced special topics in Electrical and Computer Engineering. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * ECE special topics * Electrical Computer Engineering advanced * ECE 601 graduate topics ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 9abfa878c72c13ec7d29e4676c0a4525ab81d445a32dbb52f262e4729010ff22 #### course id ECE 601 #### current instructors None recorded. #### difficulty workload Historical reviews of Jennifer Choy: Homework takes significant time to complete but prepares students well for exams. ```json { "citations": [ { "instructor_name": "Jennifer Choy", "review_date": "2025-04-28 15:20:13 +0000 UTC", "review_id": "18ead86513ae3ab4ff78f365", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3029282", "source_review_id": "UmF0aW5nLTQxMDY4ODIw", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Jennifer Choy: Jennifer Choy is described as a great lecturer who cares about student understanding and provides helpful office hours. Reviewers note her lectures are in-depth and her homework prepares students well for exams, though the course can be hard without a quantum mechanics background. ```json { "citations": [ { "instructor_name": "Jennifer Choy", "review_date": "2024-09-09 16:43:50 +0000 UTC", "review_id": "a4bf1c3aad16efd9ac8b6af7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3029282", "source_review_id": "UmF0aW5nLTM5NzMyNTAw", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "type": "review" }, { "instructor_name": "Jennifer Choy", "review_date": "2025-04-28 15:20:13 +0000 UTC", "review_id": "18ead86513ae3ab4ff78f365", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3029282", "source_review_id": "UmF0aW5nLTQxMDY4ODIw", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Jennifer Choy: Jennifer Choy provides in-depth lectures and helpful office hours, though the course is challenging for students without a quantum mechanics background. ```json { "citations": [ { "instructor_name": "Jennifer Choy", "review_date": "2024-09-09 16:43:50 +0000 UTC", "review_id": "a4bf1c3aad16efd9ac8b6af7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3029282", "source_review_id": "UmF0aW5nLTM5NzMyNTAw", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "type": "review" }, { "instructor_name": "Jennifer Choy", "review_date": "2025-04-28 15:20:13 +0000 UTC", "review_id": "18ead86513ae3ab4ff78f365", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3029282", "source_review_id": "UmF0aW5nLTQxMDY4ODIw", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "type": "review" } ] } ``` Recent recorded grades — Spring 2023: 3.81 GPA, 93.8% A/AB (n=16 letter grades); Fall 2023: 3.56 GPA, 75.0% A/AB (n=16 letter grades); Fall 2024: 3.88 GPA, 87.5% A/AB (n=8 letter grades). ```json { "citations": [ { "course_id": "ECE 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ECE 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" } ] } ``` #### student experience Historical reviews of Jennifer Choy: Office hours spark lively discussions and help clarify concepts, while in-class demos make the material engaging. ```json { "citations": [ { "instructor_name": "Jennifer Choy", "review_date": "2024-09-09 16:43:50 +0000 UTC", "review_id": "a4bf1c3aad16efd9ac8b6af7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3029282", "source_review_id": "UmF0aW5nLTM5NzMyNTAw", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "type": "review" }, { "instructor_name": "Jennifer Choy", "review_date": "2025-04-28 15:20:13 +0000 UTC", "review_id": "18ead86513ae3ab4ff78f365", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3029282", "source_review_id": "UmF0aW5nLTQxMDY4ODIw", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JENNIFER CHOY is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "source_record": { "entity_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "source_record": { "entity_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` MIKHAIL KATS is recorded teaching in Fall 2015, Fall 2016. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "source_record": { "entity_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ECE 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "source_record": { "entity_id": "2e146a07-22c5-313b-b8d3-af8aeda08293", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Junior standing or member of Engineering Guest Students", "course": null, "evidence": "Junior standing or member of Engineering Guest Students", "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_d1f8bedf44abddb65238e7f8", "source": "madgrades", "source_instructor_id": "474782", "identity_basis": "source_id", "identity_status": "source_identified", "name": "TERESA ANN ESSER", "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": 3.961, "graded": 51, "counts": [ 47, 4, 0, 0, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/TERESA_ANN_ESSER--instructor_d1f8bedf44abddb65238e7f8" }, { "instructor_uid": "instructor_27676dc2887ac73fb41dbfc8", "source": "madgrades", "source_instructor_id": "2601313", "identity_basis": "source_id", "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_b8255edcb9414c864d68f36b", "source": "madgrades", "source_instructor_id": "3570742", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZHENQIANG MA", "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": 3.662, "graded": 865, "counts": [ 499, 225, 88, 37, 12, 4, 0 ], "sections": 137 }, "instructor_url": "/instructors/ZHENQIANG_MA--instructor_b8255edcb9414c864d68f36b" }, { "instructor_uid": 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15:55:43.033547+00:00", "ratings": { "review_count": 2, "quality": 5, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3029282", "source_url": "https://www.ratemyprofessors.com/professor/3029282", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:28.325154+00:00", "courses": { "course_0fe7f84f9b6408104d512ff6": { "review_count": 2, "quality": 5, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.737, "graded": 131, "counts": [ 92, 20, 12, 3, 4, 0, 0 ], "sections": 73 }, "instructor_url": "/instructors/JENNIFER_CHOY--instructor_6e407a933c672b23526be5a3" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1082", "term_name": "Fall 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"course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Mikko Lipasti" ], "a": 6, "ab": 5, "b": 1, "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": 13, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "Daniel Ludois", "VENKATA VENKATARAMANAN" ], "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": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Zongfu Yu" ], "a": 6, "ab": 5, "b": 5, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 4, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Zongfu Yu" ], "a": 8, "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": 9, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Mikhail Kats" ], "a": 9, "ab": 2, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 1, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 13, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Daniel Ludois", "Eric Hoffman", "John Booske", "Joseph Krachey", "KYLE HANSON", "LAURENT LESSARD", "Mark Allie" ], "a": 17, "ab": 7, "b": 13, "bc": 2, "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": 41, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Daniel Ludois", "Mikhail Kats" ], "a": 63, "ab": 6, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 74, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "B BARMISH", "Daniel Ludois" ], "a": 52, "ab": 1, "b": 2, "bc": 1, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 0, "total": 59, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Daniel Ludois", "MATTHEW MALLOY" ], "a": 19, "ab": 10, "b": 1, "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": 30, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Joseph Andrews", "KEVIN SCHNITTKER" ], "a": 15, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Jennifer Choy", "Nathan Strachen" ], "a": 10, "ab": 2, "b": 2, "bc": 0, "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": 16, "source_aliases": [ "ECE 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 601", "course_uid": "course_0fe7f84f9b6408104d512ff6", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Jennifer Choy" ], "a": 7, "ab": 0, "b": 1, "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": [ "ECE 601" ] } ] ``` ### statistics #### gpa 3.8 #### graded 377 #### counts * 287 * 50 * 29 * 3 * 7 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0fe7f84f9b6408104d512ff6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0fe7f84f9b6408104d512ff6-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0fe7f84f9b6408104d512ff6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0fe7f84f9b6408104d512ff6-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_0fe7f84f9b6408104d512ff6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0fe7f84f9b6408104d512ff6-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0fe7f84f9b6408104d512ff6-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0fe7f84f9b6408104d512ff6-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7997347480106103 #### count 377 #### university ##### size 4510 ##### gpa Percentile 64 ##### count Percentile 76 ##### median Count 140 ##### 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 | 385 | false | | 3.2–3.6 | 1373 | false | | 3.6–4.0 | 2734 | true | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 117, "gpaPercentile": 79, "countPercentile": 72, "medianCount": 168, "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": 14, "current": false }, { "range": "3.2–3.6", "count": 50, "current": false }, { "range": "3.6–4.0", "count": 52, "current": true } ] } } ] ``` ### terms #### 1082 ##### term 1082 ##### gpa 3.948717948717949 ##### count 39 ##### university ###### size 723 ###### gpa Percentile 93 ###### count Percentile 18 ###### 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 | 51 | false | | 2.8–3.2 | 202 | false | | 3.2–3.6 | 265 | false | | 3.6–4.0 | 204 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 20, "gpaPercentile": 100, "countPercentile": 42, "medianCount": 40, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 5, "current": false }, { "range": "3.6–4.0", "count": 5, "current": true } ] } } ] ``` #### 1084 ##### term 1084 ##### gpa 3.9347826086956523 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1092 ##### term 1092 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1094 ##### term 1094 ##### gpa 3.611111111111111 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1102 ##### term 1102 ##### gpa 3.7083333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1124 ##### term 1124 ##### gpa 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1142 ##### term 1142 ##### gpa 3.53125 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1152 ##### term 1152 ##### gpa 3.9444444444444446 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1162 ##### term 1162 ##### gpa 3.8333333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1164 ##### term 1164 ##### gpa 3.426829268292683 ##### count 41 ##### university ###### size 965 ###### gpa Percentile 45 ###### count Percentile 23 ###### 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 | 3 | false | | 2.4–2.8 | 37 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 319 | true | | 3.6–4.0 | 390 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 61, "countPercentile": 10, "medianCount": 83.5, "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": 1, "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": 15, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` #### 1172 ##### term 1172 ##### gpa 3.9166666666666665 ##### count 72 ##### university ###### size 991 ###### gpa Percentile 90 ###### count Percentile 54 ###### 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 | 0 | false | | 2.4–2.8 | 22 | false | | 2.8–3.2 | 226 | false | | 3.2–3.6 | 353 | false | | 3.6–4.0 | 390 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 35, "gpaPercentile": 94, "countPercentile": 50, "medianCount": 72, "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": 12, "current": false }, { "range": "3.2–3.6", "count": 11, "current": false }, { "range": "3.6–4.0", "count": 12, "current": true } ] } } ] ``` #### 1174 ##### term 1174 ##### gpa 3.8620689655172415 ##### count 58 ##### university ###### size 955 ###### gpa Percentile 84 ###### count Percentile 40 ###### 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 | 29 | false | | 2.8–3.2 | 224 | false | | 3.2–3.6 | 332 | false | | 3.6–4.0 | 369 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 32, "gpaPercentile": 87, "countPercentile": 29, "medianCount": 85, "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": 3, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 11, "current": true } ] } } ] ``` #### 1212 ##### term 1212 ##### gpa 3.8 ##### count 30 ##### university ###### size 1111 ###### gpa Percentile 69 ###### count Percentile 0 ###### 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": 78, "countPercentile": 0, "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 } ] } } ] ``` #### 1234 ##### term 1234 ##### gpa 3.8125 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1242 ##### term 1242 ##### gpa 3.5625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1252 ##### term 1252 ##### gpa 3.875 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | ### benchmarks #### all ##### school ###### size 4510 ###### gpa 3.636890527481615 ###### top Share 80.43933385589665 ###### count 140 ##### ECE ###### size 117 ###### gpa 3.5390635434925546 ###### top Share 74.75861523268836 ###### count 168 #### terms ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### ECE ###### size 20 ###### gpa 3.261413632703916 ###### top Share 56.446724340169375 ###### count 40 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### ECE ###### size 16 ###### gpa 3.0875185917763455 ###### top Share 46.018020594418786 ###### count 47.5 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### ECE ###### size 18 ###### gpa 3.260010533524362 ###### top Share 55.57892737058536 ###### count 46.5 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### ECE ###### size 18 ###### gpa 3.1709531378777993 ###### top Share 48.482368483424565 ###### count 52 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.165502628163506 ###### top Share 51.66541549824097 ###### count 48.5 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.2619273221601444 ###### top Share 56.5536768995059 ###### count 60.5 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### ECE ###### size 34 ###### gpa 3.308741102061444 ###### top Share 59.724830536617226 ###### count 60 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### ECE ###### size 30 ###### gpa 3.3140597882926164 ###### top Share 61.06564628590848 ###### count 62 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### ECE ###### size 32 ###### gpa 3.319518625747047 ###### top Share 59.51472818692325 ###### count 68 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### ECE ###### size 32 ###### gpa 3.3387002225789923 ###### top Share 63.627072447149246 ###### count 83.5 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### ECE ###### size 35 ###### gpa 3.3883507843058354 ###### top Share 63.7905998393372 ###### count 72 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ECE ###### size 32 ###### gpa 3.4125499296052797 ###### top Share 66.90263468847662 ###### count 85 ##### 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 ##### 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 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_f1f46f808d3e807d0017e43d", "name": "DANIEL COLIN LUDOIS", "count": 156, "terms": [ { "term": "1124", "count": 7, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1164", "count": 35, "sections": 1, "gpa": 3.4857142857142858 }, { "term": "1172", "count": 59, "sections": 1, "gpa": 3.9661016949152543 }, { "term": "1174", "count": 48, "sections": 1, "gpa": 4 }, { "term": "1212", "count": 7, "sections": 1, "gpa": 3.9285714285714284 } ] }, { "uid": "instructor_d1f8bedf44abddb65238e7f8", "name": "TERESA ANN ESSER", "count": 39, "terms": [ { "term": "1082", "count": 39, "sections": 1, "gpa": 3.948717948717949 } ] }, { "uid": "instructor_13334d9678f3ade14a11a75c", "name": "JOHN BOOSKE", "count": 35, "terms": [ { "term": "1164", "count": 35, "sections": 1, "gpa": 3.4857142857142858 } ] }, { "uid": "instructor_2bdca07310f1332646bbb149", "name": "ERIC HOFFMAN", "count": 35, "terms": [ { "term": "1164", "count": 35, "sections": 1, "gpa": 3.4857142857142858 } ] }, { "uid": "instructor_b676367e76bc5b55c8a3ebc7", "name": "KYLE HANSON", "count": 35, "terms": [ { "term": "1164", "count": 35, "sections": 1, "gpa": 3.4857142857142858 } ] }, { "uid": "instructor_cd48cdaa62d28f08ff7f95e0", "name": "MARK ALLIE", "count": 35, "terms": [ { "term": "1164", "count": 35, "sections": 1, "gpa": 3.4857142857142858 } ] }, { "uid": "instructor_dc0b09951ec24c05d386a9f4", "name": "JOSEPH KRACHEY", "count": 35, "terms": [ { "term": "1164", "count": 35, "sections": 1, "gpa": 3.4857142857142858 } ] }, { "uid": "instructor_00daad4ed20daa5941fbb9c1", "name": "MIKHAIL KATS", "count": 25, "terms": [ { "term": "1162", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1172", "count": 13, "sections": 1, "gpa": 3.6923076923076925 } ] }, { "uid": "instructor_e9efaccd258f27765353741d", "name": "ZONGFU YU", "count": 25, "terms": [ { "term": "1142", "count": 16, "sections": 1, "gpa": 3.53125 }, { "term": "1152", "count": 9, "sections": 1, "gpa": 3.9444444444444446 } ] }, { "uid": "instructor_f7c312e4d64fa1483275eb3f", "name": "MATTHEW MALLOY", "count": 23, "terms": [ { "term": "1212", "count": 23, "sections": 1, "gpa": 3.760869565217391 } ] }, { "uid": "instructor_27676dc2887ac73fb41dbfc8", "name": "BARRY VANVEEN", "count": 21, "terms": [ { "term": "1084", "count": 12, "sections": 1, "gpa": 3.9583333333333335 }, { "term": "1094", "count": 9, "sections": 1, "gpa": 3.611111111111111 } ] }, { "uid": "instructor_9649ccb0463afc73de459601", "name": "MIKKO LIPASTI", "count": 21, "terms": [ { "term": "1092", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1102", "count": 12, "sections": 1, "gpa": 3.7083333333333335 } ] }, { "uid": "instructor_804d66a7db21a420d560c695", "name": "JOSEPH ANDREWS", "count": 16, "terms": [ { "term": "1234", "count": 16, "sections": 1, "gpa": 3.8125 } ] }, { "uid": "instructor_b603659baaf02a645654b65d", "name": "KEVIN SCHNITTKER", "count": 16, "terms": [ { "term": "1234", "count": 16, "sections": 1, "gpa": 3.8125 } ] }, { "uid": "instructor_6e407a933c672b23526be5a3", "name": "JENNIFER CHOY", "count": 15, "terms": [ { "term": "1242", "count": 7, "sections": 1, "gpa": 3.2857142857142856 }, { "term": "1252", "count": 8, "sections": 1, "gpa": 3.875 } ] }, { "uid": "instructor_b8255edcb9414c864d68f36b", "name": "ZHENQIANG MA", "count": 11, "terms": [ { "term": "1084", "count": 11, "sections": 1, "gpa": 3.909090909090909 } ] }, { "uid": "instructor_3396c1e1910a4c9d19d36ca5", "name": "B BARMISH", "count": 10, "terms": [ { "term": "1174", "count": 10, "sections": 1, "gpa": 3.2 } ] }, { "uid": "instructor_63ad56bf690a07821b8c589e", "name": "NATHAN STRACHEN", "count": 9, "terms": [ { "term": "1242", "count": 9, "sections": 1, "gpa": 3.7777777777777777 } ] }, { "uid": "instructor_89a977ba8f4a3a9d16333939", "name": "VENKATA VENKATARAMANAN", "count": 7, "terms": [ { "term": "1124", "count": 7, "sections": 1, "gpa": 3.9285714285714284 } ] }, { "uid": "instructor_cda48ee9d4f5608798e55a26", "name": "LAURENT LESSARD", "count": 6, "terms": [ { "term": "1164", "count": 6, "sections": 1, "gpa": 3.0833333333333335 } ] } ] ``` ## following None recorded.