# ECE 751: Embedded Computing Systems | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_751) ## 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 30b9d728b88169e16ce1aa855bc89bbd9a0298cf3b251a4fe3af63bb2c7d0d6a ### course id ECE 751 ### course uid course\_f62f04b7018203a37757d573 ### catalog version id f6e53c18af1bdf154ee563fb86fb08a59cf39c19d630d566eaaeb268cb2e9550 ### course number 751 ### subjects * ECE ### title EMBEDDED COMPUTING SYSTEMS ### description Embedded applications, embedded processors and multiprocessors, embedded system design and simulation, configurable/reconfigurable embedded systems, embedded compilers and tool chains, run-time systems, application design and customization, hardware and software co-design, low-power design. Knowledge of computer architecture \[such as E C E 552] strongly encouraged. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id bc422c0824cd0e7c6a5be64584e0a106a80d6eed57e1ccaa56df1d1e26acd052 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 751 covers embedded computing systems, including design, simulation, compilers, and hardware/software co-design. ### llm topics * Embedded processors, multiprocessors, and configurable systems. * Compilers, tool chains, run-time systems, and low-power design. ### llm skills * Embedded system design, simulation, and hardware/software co-design. ### llm assumed background * Computer architecture fundamentals including processor design, memory hierarchies, and I/O structures. ### llm search phrases * embedded systems design * computer architecture prerequisites * ECE 751 embedded computing * hardware software co-design ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 31f6bc37f58a40ad5efc68de1503839c40b1a5a77abbc9ebb885a064e1b59d25 #### course id ECE 751 #### current instructors None recorded. #### difficulty workload Historical reviews of Younghyun Kim: The reviewer rated the difficulty as 3 out of 5, though the primary concern was grading bias rather than workload volume. ```json { "citations": [ { "instructor_name": "Younghyun Kim", "review_date": "2022-05-18 23:40:28 +0000 UTC", "review_id": "51a4cab23181fddf75390cf4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2237969", "source_review_id": "UmF0aW5nLTM2MzcxMTM3", "source_url": "https://www.ratemyprofessors.com/professor/2237969", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Younghyun Kim describe the ECE 751 course as a poor experience, with one reviewer calling it a mistake. The reviewer claims Kim favors lab students or acquaintances for grades, advising against taking his graduate courses unless affiliated with his research. ```json { "citations": [ { "instructor_name": "Younghyun Kim", "review_date": "2022-05-18 23:40:28 +0000 UTC", "review_id": "51a4cab23181fddf75390cf4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2237969", "source_review_id": "UmF0aW5nLTM2MzcxMTM3", "source_url": "https://www.ratemyprofessors.com/professor/2237969", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take A historical review of Younghyun Kim describes the course as a mistake due to perceived unfair grading practices favoring lab students. ```json { "citations": [ { "instructor_name": "Younghyun Kim", "review_date": "2022-05-18 23:40:28 +0000 UTC", "review_id": "51a4cab23181fddf75390cf4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2237969", "source_review_id": "UmF0aW5nLTM2MzcxMTM3", "source_url": "https://www.ratemyprofessors.com/professor/2237969", "type": "review" } ] } ``` Recent recorded grades — Fall 2022: 3.78 GPA, 100.0% A/AB (n=23 letter grades); Fall 2023: 3.80 GPA, 93.3% A/AB (n=15 letter grades); Spring 2026: 3.74 GPA, 87.1% A/AB (n=31 letter grades). ```json { "citations": [ { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Younghyun Kim: The experience was negative, with the student advising against taking graduate courses under this instructor unless they are a research student. ```json { "citations": [ { "instructor_name": "Younghyun Kim", "review_date": "2022-05-18 23:40:28 +0000 UTC", "review_id": "51a4cab23181fddf75390cf4", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2237969", "source_review_id": "UmF0aW5nLTM2MzcxMTM3", "source_url": "https://www.ratemyprofessors.com/professor/2237969", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history YOUNGHYUN KIM is recorded teaching in Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 751", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "source_record": { "entity_id": "deaf7b44-7f1f-3eb9-a2d2-649ebbab4cc3", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" } ] } ``` #### 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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_39de3c5013171f651df455aa", "source": "madgrades", "source_instructor_id": "609132", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL J. SCHULTE", "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": 3.162, "graded": 142, "counts": [ 41, 34, 28, 18, 16, 5, 0 ], "sections": 46 }, "instructor_url": "/instructors/MICHAEL_J_SCHULTE" }, { "instructor_uid": "instructor_9649ccb0463afc73de459601", "source": "madgrades", "source_instructor_id": "274266", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MIKKO LIPASTI", "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": 26, "quality": 3.38, "difficulty": 2.5, "quality_count": 26, "difficulty_count": 26, "profile_id": "rmp:304354", "source_url": "https://www.ratemyprofessors.com/professor/304354", "match_basis": "exact_name", "observed_at": "2026-09-07 16:17:00.794318+00:00", "courses": { "course_883e87fcd87d80e877bb98ab": { "review_count": 7, "quality": 3.86, "difficulty": 2.57, "quality_count": 7, "difficulty_count": 7 }, "course_1c943aa88ab6f61c9fa4c558": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 }, "course_45a9d9a05cba4d5b592ac7a3": { "review_count": 1, "quality": 4, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_42330966f01392dae105b4e1": { "review_count": 1, "quality": 2, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_9eb7166a49d161bca95d729f": { "review_count": 11, "quality": 2.91, "difficulty": 2.36, "quality_count": 11, "difficulty_count": 11 } }, "bayesian_quality": 3.501602514585476, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.497, "graded": 2013, "counts": [ 851, 622, 377, 87, 45, 19, 12 ], "sections": 197 }, "instructor_url": "/instructors/MIKKO_LIPASTI--instructor_9649ccb0463afc73de459601" }, { "instructor_uid": "instructor_2c73b2b8948af54b73b3f7f4", "source": "madgrades", "source_instructor_id": "5837794", "identity_basis": "source_id", "identity_status": "source_identified", "name": "YOUNGHYUN KIM", "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": 10, "quality": 3.8, "difficulty": 3, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:2237969", "source_url": "https://www.ratemyprofessors.com/professor/2237969", "match_basis": "exact_name", "observed_at": "2026-09-07 16:30:36.794229+00:00", "courses": { "course_f62f04b7018203a37757d573": { "review_count": 1, "quality": 1, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_ae177875d7b9797eccef5e60": { "review_count": 5, "quality": 4.4, "difficulty": 2.8, "quality_count": 5, "difficulty_count": 5 }, "course_42330966f01392dae105b4e1": { "review_count": 4, "quality": 3.75, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.7064571890310636, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.482, "graded": 663, "counts": [ 248, 246, 101, 43, 22, 1, 2 ], "sections": 56 }, "instructor_url": "/instructors/YOUNGHYUN_KIM--instructor_2c73b2b8948af54b73b3f7f4" }, { "instructor_uid": "instructor_169d6f7be42653ca64fd17b3", "source": "madgrades", "source_instructor_id": "3634624", "identity_basis": "source_id", "identity_status": "source_identified", "name": "UMIT OGRAS", "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": 5, "quality": 5, "difficulty": 2.8, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2761383", "source_url": "https://www.ratemyprofessors.com/professor/2761383", "match_basis": "exact_name", "observed_at": "2026-09-07 16:00:25.021681+00:00", "courses": { "course_61894e29f1afa672860da66b": { "review_count": 3, "quality": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_3032dddd042dd5cee9240b8a": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.9277486268372765, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.409, "graded": 530, "counts": [ 193, 147, 122, 47, 16, 5, 0 ], "sections": 45 }, "instructor_url": "/instructors/UMIT_OGRAS--instructor_169d6f7be42653ca64fd17b3" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "MICHAEL J. SCHULTE" ], "a": 10, "ab": 7, "b": 4, "bc": 2, "c": 1, "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 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Mikko Lipasti" ], "a": 7, "ab": 15, "b": 8, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 1, "not_reported": 0, "other": 1, "total": 32, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Mikko Lipasti" ], "a": 17, "ab": 6, "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": 24, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Young Mie Kim" ], "a": 10, "ab": 5, "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": 18, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Young Mie Kim" ], "a": 12, "ab": 5, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Young Mie Kim" ], "a": 9, "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": 15, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Young Mie Kim" ], "a": 7, "ab": 8, "b": 3, "bc": 0, "c": 1, "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": 20, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Young Mie Kim" ], "a": 10, "ab": 11, "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": 24, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Young Mie Kim" ], "a": 13, "ab": 10, "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": 23, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Young Mie Kim" ], "a": 11, "ab": 3, "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": 15, "source_aliases": [ "ECE 751" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 751", "course_uid": "course_f62f04b7018203a37757d573", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Umit Ogras" ], "a": 19, "ab": 8, "b": 4, "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": 31, "source_aliases": [ "ECE 751" ] } ] ``` ### statistics #### gpa 3.681 #### graded 240 #### counts * 125 * 84 * 26 * 3 * 2 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_f62f04b7018203a37757d573-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_f62f04b7018203a37757d573-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_f62f04b7018203a37757d573-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_f62f04b7018203a37757d573-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_f62f04b7018203a37757d573-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_f62f04b7018203a37757d573-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_f62f04b7018203a37757d573-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_f62f04b7018203a37757d573-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.68125 #### count 240 #### university ##### size 3912 ##### gpa Percentile 45 ##### count Percentile 68 ##### median Count 129 ##### 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 | 9 | false | | 2.8–3.2 | 312 | false | | 3.2–3.6 | 1084 | false | | 3.6–4.0 | 2506 | true | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 103, "gpaPercentile": 58, "countPercentile": 60, "medianCount": 165, "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": 44, "current": false }, { "range": "3.6–4.0", "count": 52, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.4791666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1132 ##### term 1132 ##### gpa 3.4833333333333334 ##### count 30 ##### university ###### size 851 ###### gpa Percentile 58 ###### count Percentile 0 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 40 | false | | 2.8–3.2 | 234 | false | | 3.2–3.6 | 303 | true | | 3.6–4.0 | 272 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 31, "gpaPercentile": 63, "countPercentile": 0, "medianCount": 53, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 9, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } } ] ``` #### 1162 ##### term 1162 ##### gpa 3.8333333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1182 ##### term 1182 ##### gpa 3.6944444444444446 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1192 ##### term 1192 ##### gpa 3.8529411764705883 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1202 ##### term 1202 ##### gpa 3.8 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1212 ##### term 1212 ##### gpa 3.526315789473684 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1222 ##### term 1222 ##### gpa 3.6458333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1232 ##### term 1232 ##### gpa 3.782608695652174 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1242 ##### term 1242 ##### gpa 3.8 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1264 ##### term 1264 ##### gpa 3.7419354838709675 ##### count 31 ##### university ###### size 1283 ###### gpa Percentile 55 ###### count Percentile 2 ###### 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": 61, "countPercentile": 2, "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 3912 ###### gpa 3.659598051238941 ###### top Share 81.9423328246641 ###### count 129 ##### ECE ###### size 103 ###### gpa 3.5898345174125503 ###### top Share 78.12787139563714 ###### count 165 #### 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 ##### 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 ##### 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 ##### 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 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ECE ###### size 44 ###### gpa 3.4583903966894223 ###### top Share 70.01102622146537 ###### count 70 ##### 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 ##### 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_2c73b2b8948af54b73b3f7f4", "name": "YOUNGHYUN KIM", "count": 131, "terms": [ { "term": "1182", "count": 18, "sections": 1, "gpa": 3.6944444444444446 }, { "term": "1192", "count": 17, "sections": 1, "gpa": 3.8529411764705883 }, { "term": "1202", "count": 15, "sections": 1, "gpa": 3.8 }, { "term": "1212", "count": 19, "sections": 1, "gpa": 3.526315789473684 }, { "term": "1222", "count": 24, "sections": 1, "gpa": 3.6458333333333335 }, { "term": "1232", "count": 23, "sections": 1, "gpa": 3.782608695652174 }, { "term": "1242", "count": 15, "sections": 1, "gpa": 3.8 } ] }, { "uid": "instructor_9649ccb0463afc73de459601", "name": "MIKKO LIPASTI", "count": 54, "terms": [ { "term": "1132", "count": 30, "sections": 1, "gpa": 3.4833333333333334 }, { "term": "1162", "count": 24, "sections": 1, "gpa": 3.8333333333333335 } ] }, { "uid": "instructor_169d6f7be42653ca64fd17b3", "name": "UMIT OGRAS", "count": 31, "terms": [ { "term": "1264", "count": 31, "sections": 1, "gpa": 3.7419354838709675 } ] }, { "uid": "instructor_39de3c5013171f651df455aa", "name": "MICHAEL J. SCHULTE", "count": 24, "terms": [ { "term": "1072", "count": 24, "sections": 1, "gpa": 3.4791666666666665 } ] } ] ``` ## following None recorded.