# ECE 554: Digital Engineering Laboratory | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_554) ## 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 68d8bcf31a0a2ca160e46ec409d9c50939294fb3e8248c1b501b7195003b6541 ### course id ECE 554 ### course uid course\_63ab7842cc7890cc92517188 ### catalog version id c0e47203d759ef70165ac6bb81199c7f850ab9b5febf9b3ceda2cff2d76145ac ### course number 554 ### subjects * ECE ### title DIGITAL ENGINEERING LABORATORY ### description Practical aspects of computer system design. Design, construction, and testing of significant digital subsystems. Design, construction, and programming of pipelined digital computers. ### requirements text E C E 551andE C E/​COMP SCI  552. Not open to special students or students with credit forE C E 453,454or455. ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 4cdf51c06cc1ee908685147a62eaf3eed15618699f84ae8e16e37ff9979ec286 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 554 teaches practical computer system design through the construction, testing, and programming of pipelined digital computers and subsystems. ### llm topics * Computer system design * Digital subsystems * Pipelined digital computers ### llm skills * Design, construction, and testing of digital subsystems * Programming and construction of pipelined digital computers ### llm assumed background * Hardware description languages (Verilog/VHDL) and digital system design principles * Computer architecture including processor design, memory hierarchies, and I/O structures ### llm search phrases * digital system design * pipelined computer design * Verilog VHDL synthesis * computer architecture lab * ECE 554 digital engineering ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 606bf23d65ea0c3c0e43ad0de54a91ea0f032c9c556d217a07ab9ce453319a6d #### course id ECE 554 #### current instructors None recorded. #### difficulty workload Historical reviews of Parmesh Ramanathan: The instructor is spontaneous rather than prepared, takes excessive time to answer simple questions, and provides harsh, insulting feedback on presentations. ```json { "citations": [ { "instructor_name": "Parmesh Ramanathan", "review_date": "2018-10-04 17:19:53 +0000 UTC", "review_id": "c6352a3abbf561ed1fb5c0be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:869246", "source_review_id": "UmF0aW5nLTMwNTQzODc0", "source_url": "https://www.ratemyprofessors.com/professor/869246", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Parmesh Ramanathan: Parmesh Ramanathan recycled materials and was unprepared, failing to explain expectations clearly. Reviewers found his feedback on presentations harsh and insulting, and noted he took excessive time to answer simple questions. ```json { "citations": [ { "instructor_name": "Parmesh Ramanathan", "review_date": "2018-10-04 17:19:53 +0000 UTC", "review_id": "c6352a3abbf561ed1fb5c0be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:869246", "source_review_id": "UmF0aW5nLTMwNTQzODc0", "source_url": "https://www.ratemyprofessors.com/professor/869246", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of Parmesh Ramanathan: Parmesh Ramanathan's course is poorly prepared, with recycled materials and unclear expectations, resulting in a low-quality experience. ```json { "citations": [ { "instructor_name": "Parmesh Ramanathan", "review_date": "2018-10-04 17:19:53 +0000 UTC", "review_id": "c6352a3abbf561ed1fb5c0be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:869246", "source_review_id": "UmF0aW5nLTMwNTQzODc0", "source_url": "https://www.ratemyprofessors.com/professor/869246", "type": "review" } ] } ``` Recent recorded grades — Fall 2024: 3.86 GPA, 90.9% A/AB (n=11 letter grades); Spring 2025: 3.61 GPA, 77.3% A/AB (n=22 letter grades); Spring 2026: 3.86 GPA, 100.0% A/AB (n=38 letter grades). ```json { "citations": [ { "course_id": "ECE 554", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "33077c89-e4f6-34a6-a973-89ed835ad5ba", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 554", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "33077c89-e4f6-34a6-a973-89ed835ad5ba", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ECE 554", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "33077c89-e4f6-34a6-a973-89ed835ad5ba", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Parmesh Ramanathan: Students face frustration due to the instructor's lack of preparation, poor explanation of expectations, and overly critical presentation feedback. ```json { "citations": [ { "instructor_name": "Parmesh Ramanathan", "review_date": "2018-10-04 17:19:53 +0000 UTC", "review_id": "c6352a3abbf561ed1fb5c0be", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:869246", "source_review_id": "UmF0aW5nLTMwNTQzODc0", "source_url": "https://www.ratemyprofessors.com/professor/869246", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "E C E 551andE C E/COMP SCI 552. 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289, 138, 108, 25, 10 ], "sections": 163 }, "instructor_url": "/instructors/PARAMESWARAN_RAMANATHAN" }, { "instructor_uid": "instructor_cabcb61b056d10b1e9d6d30f", "source": "madgrades", "source_instructor_id": "6180953", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BHUVANA KRISHNASWAMY", "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": 3.57, "graded": 631, "counts": [ 331, 161, 85, 30, 15, 5, 4 ], "sections": 65 }, "instructor_url": "/instructors/BHUVANA_KRISHNASWAMY--instructor_cabcb61b056d10b1e9d6d30f" }, { "instructor_uid": "instructor_d77bb93d9055ffa5fe028266", "source": "madgrades", "source_instructor_id": "5015310", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOSHUA SANMIGUEL", "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": 15, "quality": 3.73, "difficulty": 3.47, "quality_count": 15, "difficulty_count": 15, "profile_id": "rmp:2403119", "source_url": "https://www.ratemyprofessors.com/professor/2403119", "match_basis": "exact_name", "observed_at": "2026-09-07 16:28:02.516819+00:00", "courses": { "course_fc83e4e7df45e1bca2dc3ff2": { "review_count": 7, "quality": 5, "difficulty": 2.43, "quality_count": 7, "difficulty_count": 7 }, "course_45a9d9a05cba4d5b592ac7a3": { "review_count": 8, "quality": 2.62, "difficulty": 4.38, "quality_count": 8, "difficulty_count": 8 } }, "bayesian_quality": 3.6898204477409116, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.519, "graded": 735, "counts": [ 386, 161, 93, 52, 30, 10, 3 ], "sections": 87 }, "instructor_url": "/instructors/JOSHUA_SANMIGUEL--instructor_d77bb93d9055ffa5fe028266" }, { "instructor_uid": "instructor_2bdca07310f1332646bbb149", "source": "madgrades", "source_instructor_id": "3639205", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC HOFFMAN", "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": 42, "quality": 4.52, "difficulty": 2.9, "quality_count": 42, "difficulty_count": 42, "profile_id": "rmp:1803736", "source_url": "https://www.ratemyprofessors.com/professor/1803736", "match_basis": "exact_name", "observed_at": "2026-09-07 16:40:42.650831+00:00", "courses": { "course_42330966f01392dae105b4e1": { "review_count": 28, "quality": 4.89, "difficulty": 3.11, "quality_count": 28, "difficulty_count": 28 }, "course_883e87fcd87d80e877bb98ab": { "review_count": 9, "quality": 4.11, "difficulty": 2.78, "quality_count": 9, "difficulty_count": 9 }, "course_9eb7166a49d161bca95d729f": { "review_count": 2, "quality": 3, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 }, "course_45a9d9a05cba4d5b592ac7a3": { "review_count": 2, "quality": 4, "difficulty": 1, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.242479285015031, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.306, "graded": 3190, "counts": [ 938, 914, 832, 323, 132, 28, 23 ], "sections": 64 }, "instructor_url": "/instructors/ERIC_HOFFMAN--instructor_2bdca07310f1332646bbb149" }, { "instructor_uid": "instructor_039346745b3cbc808565ddb1", "source": "madgrades", "source_instructor_id": "6699055", "identity_basis": "source_id", "identity_status": "source_identified", "name": "GEORGE TZIMPRAGOS", "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": 2, "quality": 3, "difficulty": 3.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:3103121", "source_url": "https://www.ratemyprofessors.com/professor/3103121", "match_basis": "exact_name", "observed_at": "2026-09-07 16:38:28.884529+00:00", "courses": {}, "bayesian_quality": 3.5997143486787233, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.472, "graded": 142, "counts": [ 66, 37, 16, 17, 3, 3, 0 ], "sections": 5 }, "instructor_url": "/instructors/GEORGE_TZIMPRAGOS--instructor_039346745b3cbc808565ddb1" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "KEWAL SALUJA" ], "a": 8, "ab": 5, "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": 14, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": 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RAMANATHAN" ], "a": 12, "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": 20, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Mikko Lipasti" ], "a": 7, "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": 7, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Bhuvana Krishnaswamy", "PARAMESWARAN RAMANATHAN" ], "a": 10, "ab": 7, "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 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Azadeh Davoodi" ], "a": 19, "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": 24, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "JOSHUA SANMIGUEL" ], "a": 17, "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": 17, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Azadeh Davoodi" ], "a": 19, "ab": 8, "b": 3, "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 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Mikko Lipasti" ], "a": 6, "ab": 3, "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 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Eric Hoffman" ], "a": 14, "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": 22, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Eric Hoffman" ], "a": 19, "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": 21, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Azadeh Davoodi" ], "a": 10, "ab": 0, "b": 0, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "George Tzimpragos" ], "a": 14, "ab": 3, "b": 4, "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": 22, "source_aliases": [ "ECE 554" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 554", "course_uid": "course_63ab7842cc7890cc92517188", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "George Tzimpragos" ], "a": 27, "ab": 11, "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 554" ] } ] ``` ### statistics #### gpa 3.782 #### graded 538 #### counts * 366 * 128 * 32 * 7 * 4 * 1 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_63ab7842cc7890cc92517188-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_63ab7842cc7890cc92517188-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_63ab7842cc7890cc92517188-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_63ab7842cc7890cc92517188-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_63ab7842cc7890cc92517188-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_63ab7842cc7890cc92517188-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_63ab7842cc7890cc92517188-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_63ab7842cc7890cc92517188-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7815985130111525 #### count 538 #### university ##### size 5570 ##### gpa Percentile 58 ##### count Percentile 72 ##### median Count 223.5 ##### 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 | 17 | false | | 2.8–3.2 | 374 | false | | 3.2–3.6 | 1554 | false | | 3.6–4.0 | 3625 | true | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 138, "gpaPercentile": 74, "countPercentile": 65, "medianCount": 274, "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": 54, "current": false }, { "range": "3.6–4.0", "count": 72, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.75 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1074 ##### term 1074 ##### gpa 3.45 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1082 ##### term 1082 ##### gpa 3.4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1084 ##### term 1084 ##### gpa 3.5454545454545454 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1092 ##### term 1092 ##### gpa 3.5 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1094 ##### term 1094 ##### gpa 3.59375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1102 ##### term 1102 ##### gpa 3.888888888888889 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1104 ##### term 1104 ##### gpa 3.892857142857143 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1112 ##### term 1112 ##### gpa 3.6666666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1114 ##### term 1114 ##### gpa 3.5625 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1122 ##### term 1122 ##### gpa 3.6666666666666665 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1124 ##### term 1124 ##### gpa 3.8214285714285716 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1132 ##### term 1132 ##### gpa 3.6875 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1134 ##### term 1134 ##### gpa 3.8181818181818183 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1142 ##### term 1142 ##### gpa 3.6875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1144 ##### term 1144 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1152 ##### term 1152 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1154 ##### term 1154 ##### gpa 3.9166666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1162 ##### term 1162 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1164 ##### term 1164 ##### gpa 3.7777777777777777 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1172 ##### term 1172 ##### gpa 3.730769230769231 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1174 ##### term 1174 ##### gpa 3.8333333333333335 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1184 ##### term 1184 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1192 ##### term 1192 ##### gpa 3.8 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1194 ##### term 1194 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1202 ##### term 1202 ##### gpa 3.7941176470588234 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1204 ##### term 1204 ##### gpa 3.8958333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1222 ##### term 1222 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1224 ##### term 1224 ##### gpa 3.7666666666666666 ##### count 30 ##### university ###### size 1171 ###### gpa Percentile 65 ###### count Percentile 0 ###### 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 | 3 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 173 | false | | 3.2–3.6 | 358 | false | | 3.6–4.0 | 616 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 43, "gpaPercentile": 79, "countPercentile": 0, "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": 7, "current": false }, { "range": "3.2–3.6", "count": 18, "current": false }, { "range": "3.6–4.0", "count": 18, "current": true } ] } } ] ``` #### 1232 ##### term 1232 ##### gpa 3.8333333333333335 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1234 ##### term 1234 ##### gpa 3.8181818181818183 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1244 ##### term 1244 ##### gpa 3.9523809523809526 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1252 ##### term 1252 ##### gpa 3.8636363636363638 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1254 ##### term 1254 ##### gpa 3.6136363636363638 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1264 ##### term 1264 ##### gpa 3.8552631578947367 ##### count 38 ##### university ###### size 1283 ###### gpa Percentile 72 ###### count Percentile 16 ###### 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 | 1 | false | | 2.4–2.8 | 20 | false | | 2.8–3.2 | 130 | false | | 3.2–3.6 | 343 | false | | 3.6–4.0 | 789 | true | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 45, "gpaPercentile": 77, "countPercentile": 16, "medianCount": 73, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 15, "current": false }, { "range": "3.6–4.0", "count": 25, "current": true } ] } } ] ``` ### benchmarks #### all ##### school ###### size 5570 ###### gpa 3.6644530932642834 ###### top Share 82.16178043024624 ###### count 223.5 ##### ECE ###### size 138 ###### gpa 3.580589025696749 ###### top Share 77.22941615397633 ###### count 274 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.1987946107674805 ###### top Share 56.64446757576598 ###### count 47 ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### ECE ###### size 20 ###### gpa 3.110370466319829 ###### top Share 50.72606982804236 ###### count 46 ##### 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 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### ECE ###### size 18 ###### gpa 3.0763591673236226 ###### top Share 47.17040644572389 ###### count 55.5 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### ECE ###### size 27 ###### gpa 3.2587548172943666 ###### top Share 57.4110194229183 ###### count 42 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### ECE ###### size 22 ###### gpa 3.144458106909116 ###### top Share 49.77358787545943 ###### count 49 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### ECE ###### size 25 ###### gpa 3.270248107160397 ###### top Share 57.95297253539389 ###### count 49 ##### 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 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### ECE ###### size 31 ###### gpa 3.341669205733449 ###### top Share 60.24866562304859 ###### count 53 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### ECE ###### size 26 ###### gpa 3.3422063178165016 ###### top Share 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3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### ECE ###### size 38 ###### gpa 3.554019248602149 ###### top Share 75.22296238620345 ###### count 83.5 ##### 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 ##### 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 ##### 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 ## instructor Trends ```json [ { "uid": "instructor_4e36296b5bf288e215a5293d", "name": "AZADEH DAVOODI", "count": 115, "terms": [ { "term": "1134", "count": 11, "sections": 1, "gpa": 3.8181818181818183 }, { "term": "1162", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1172", "count": 13, "sections": 1, "gpa": 3.730769230769231 }, { "term": "1174", "count": 9, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1204", "count": 24, "sections": 1, "gpa": 3.8958333333333335 }, { "term": "1224", "count": 30, "sections": 1, "gpa": 3.7666666666666666 }, { "term": "1252", "count": 11, "sections": 1, "gpa": 3.8636363636363638 } ] }, { "uid": "instructor_762add977bb016e47f37e864", "name": "KEWAL SALUJA", "count": 101, "terms": [ { "term": "1072", "count": 14, "sections": 1, "gpa": 3.75 }, { "term": "1084", "count": 11, "sections": 1, "gpa": 3.5454545454545454 }, { "term": "1092", "count": 11, "sections": 1, "gpa": 3.5 }, { "term": "1102", "count": 9, "sections": 1, "gpa": 3.888888888888889 }, { "term": "1112", "count": 6, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1114", "count": 24, "sections": 1, "gpa": 3.5625 }, { "term": "1122", "count": 18, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1132", "count": 8, "sections": 1, "gpa": 3.6875 } ] }, { "uid": "instructor_039346745b3cbc808565ddb1", "name": "GEORGE TZIMPRAGOS", "count": 60, "terms": [ { "term": "1254", "count": 22, "sections": 1, "gpa": 3.6136363636363638 }, { "term": "1264", "count": 38, "sections": 1, "gpa": 3.8552631578947367 } ] }, { "uid": "instructor_07c6baea72c5f093013e2a94", "name": "PARAMESWARAN RAMANATHAN", "count": 58, "terms": [ { "term": "1154", "count": 12, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1164", "count": 9, "sections": 1, "gpa": 3.7777777777777777 }, { "term": "1192", "count": 20, "sections": 1, "gpa": 3.8 }, { "term": "1202", "count": 17, "sections": 1, "gpa": 3.7941176470588234 } ] }, { "uid": "instructor_9649ccb0463afc73de459601", "name": "MIKKO LIPASTI", "count": 56, "terms": [ { "term": "1124", "count": 14, "sections": 1, "gpa": 3.8214285714285716 }, { "term": "1144", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1194", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1232", "count": 9, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_ed1a7569c6518d78af04cb95", "name": "NAM KIM", "count": 44, "terms": [ { "term": "1094", "count": 16, "sections": 1, "gpa": 3.59375 }, { "term": "1142", "count": 16, "sections": 1, "gpa": 3.6875 }, { "term": "1152", "count": 12, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_2bdca07310f1332646bbb149", "name": "ERIC HOFFMAN", "count": 43, "terms": [ { "term": "1234", "count": 22, "sections": 1, "gpa": 3.8181818181818183 }, { "term": "1244", "count": 21, "sections": 1, "gpa": 3.9523809523809526 } ] }, { "uid": "instructor_cabcb61b056d10b1e9d6d30f", "name": "BHUVANA KRISHNASWAMY", "count": 37, "terms": [ { "term": "1192", "count": 20, "sections": 1, "gpa": 3.8 }, { "term": "1202", "count": 17, "sections": 1, "gpa": 3.7941176470588234 } ] }, { "uid": "instructor_ed8459ffa6fdec773094658a", "name": "SEAPAHN MEGERIAN", "count": 20, "terms": [ { "term": "1074", "count": 20, "sections": 1, "gpa": 3.45 } ] }, { "uid": "instructor_d77bb93d9055ffa5fe028266", "name": "JOSHUA SANMIGUEL", "count": 17, "terms": [ { "term": "1222", "count": 17, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_89bffe8923b9e3726f0795bb", "name": "CHUNHUA YAO", "count": 16, "terms": [ { "term": "1094", "count": 16, "sections": 1, "gpa": 3.59375 } ] }, { "uid": "instructor_ab8ba7399b342cd01094c554", "name": "KATHERINE MORROW", "count": 14, "terms": [ { "term": "1104", "count": 14, "sections": 1, "gpa": 3.892857142857143 } ] }, { "uid": "instructor_39de3c5013171f651df455aa", "name": "MICHAEL J. SCHULTE", "count": 10, "terms": [ { "term": "1082", "count": 10, "sections": 1, "gpa": 3.4 } ] }, { "uid": "instructor_a983dfc051cfa9cc84efa731", "name": "VIGNYAN REDDY KOTHINTI NARESH", "count": 8, "terms": [ { "term": "1132", "count": 8, "sections": 1, "gpa": 3.6875 } ] } ] ``` ## following None recorded.