# BME/ECE 462: Medical Instrumentation | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BME_ECE_462) ## 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 c297a075d3b6540e24813f4af671f5c1c88fb29f45e23a5cf369776333893fae ### course id BME/ECE 462 ### course uid course\_758e73af380877aee172659d ### catalog version id 6b3db11cdea202a6cd403953fdf66bbab14d8a721ace9faf003e4c434e8d25a7 ### course number 462 ### subjects * BME * ECE ### title MEDICAL INSTRUMENTATION ### description Design and application of electrodes, biopotential amplifiers, biosensors, therapeutic devices. Medical imaging. Electrical safety. Measurement of ventilation, blood pressure and flow. ### requirements text E C E 340, graduate/professional standing, or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:207:006391 * 1272:320:006391 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id b4745a5c61c316ad8db6aa01bdcddf00e88606dd3163e69cca5894e89523dcbf ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary MEDICAL INSTRUMENTATION covers the design and application of electrodes, biosensors, and medical imaging systems with a focus on electrical safety and physiological measurements. ### llm topics * Electrodes, biopotential amplifiers, biosensors, and therapeutic devices * Medical imaging * Electrical safety * Physiological measurement (ventilation, blood pressure, flow) ### llm skills * Design and application of electrodes, biopotential amplifiers, and biosensors. * Medical imaging, electrical safety, and physiological measurement techniques. ### llm assumed background * Fundamentals of electronic circuits, including semiconductor devices, transistors, and linear amplifier design. ### llm search phrases * medical instrumentation course * biosensor design ECE * biopotential amplifiers * electrode design BME * medical imaging systems ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 759458bcb5c05abced5a4593754b0c8d11f4d3e4a7e2e844905f43806c1132c4 #### course id BME/ECE 462 #### current instructors ```json [ { "instructor_uid": "instructor_6d9ed322e07081df1d6519bd", "message": null, "name": "Amit Nimunkar", "review_status": "supported", "rmp_instructor_id": "rmp:344130", "summary": [ { "citations": [ { "instructor_name": "Amit Nimunkar", "review_date": "2021-01-21 20:19:38 +0000 UTC", "review_id": "889c39638932353d7c421bcb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:344130", "source_review_id": "UmF0aW5nLTM0MzAzNjY3", "source_url": "https://www.ratemyprofessors.com/professor/344130", "type": "review" }, { "instructor_name": "Amit Nimunkar", "review_date": "2025-12-12 23:16:09 +0000 UTC", "review_id": "225dde4dd29f3e1590c93a0e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:344130", "source_review_id": "UmF0aW5nLTQyMjE3Njk2", "source_url": "https://www.ratemyprofessors.com/professor/344130", "type": "review" } ], "text": "Amit Nimunkar is described as kind, wholesome, and an excellent explainer of concepts, fostering strong student rapport. However, one reviewer notes that while respectful, his grading feedback can be overly detailed and critical when disputes arise." }, { "citations": [ { "instructor_name": "Amit Nimunkar", "review_date": "2021-08-09 20:28:01 +0000 UTC", "review_id": "6dd3059c3d1ef29347a58e3f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:344130", "source_review_id": "UmF0aW5nLTM1MDE2NTEx", "source_url": "https://www.ratemyprofessors.com/professor/344130", "type": "review" } ], "text": "A reviewer from a 2021 review describes the course structure as disorganized, citing unpredictable prelab quizzes, inconsistent homework frequency, and significant delays in grading exams and labs, which created a frustrating experience despite the class being easy." }, { "citations": [ { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.21 GPA, 57.1% A/AB (n=28 letter grades); Fall 2024: 3.32 GPA, 58.8% A/AB (n=34 letter grades); Fall 2025: 3.33 GPA, 63.2% A/AB (n=38 letter grades)." } ] } ] ``` #### difficulty workload The class is considered easy, though one review notes irregular homework, unpredictable prelab quizzes, and delayed grading. ```json { "citations": [ { "instructor_name": "Amit Nimunkar", "review_date": "2021-08-09 20:28:01 +0000 UTC", "review_id": "6dd3059c3d1ef29347a58e3f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:344130", "source_review_id": "UmF0aW5nLTM1MDE2NTEx", "source_url": "https://www.ratemyprofessors.com/professor/344130", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Amit Nimunkar is described as kind, wholesome, and an excellent explainer of concepts, fostering strong student respect and attendance. ```json { "citations": [ { "instructor_name": "Amit Nimunkar", "review_date": "2021-01-21 20:19:38 +0000 UTC", "review_id": "889c39638932353d7c421bcb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:344130", "source_review_id": "UmF0aW5nLTM0MzAzNjY3", "source_url": "https://www.ratemyprofessors.com/professor/344130", "type": "review" }, { "instructor_name": "Amit Nimunkar", "review_date": "2025-12-12 23:16:09 +0000 UTC", "review_id": "225dde4dd29f3e1590c93a0e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:344130", "source_review_id": "UmF0aW5nLTQyMjE3Njk2", "source_url": "https://www.ratemyprofessors.com/professor/344130", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.21 GPA, 57.1% A/AB (n=28 letter grades); Fall 2024: 3.32 GPA, 58.8% A/AB (n=34 letter grades); Fall 2025: 3.33 GPA, 63.2% A/AB (n=38 letter grades). ```json { "citations": [ { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students found the course frustrating due to administrative issues like long lecture times and inconsistent grading turnaround. ```json { "citations": [ { "instructor_name": "Amit Nimunkar", "review_date": "2021-08-09 20:28:01 +0000 UTC", "review_id": "6dd3059c3d1ef29347a58e3f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:344130", "source_review_id": "UmF0aW5nLTM1MDE2NTEx", "source_url": "https://www.ratemyprofessors.com/professor/344130", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history AMIT NIMUNKAR is recorded teaching in Fall 2009, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1182", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "BME/ECE 462", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "source_record": { "entity_id": "0beb59c6-de7e-31cd-8ff0-31201d035e44", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3" ], "condition": null, "course": null, "evidence": "E C E 340, graduate/professional standing, or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 340, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior" }, "evidence": "E C E 340", "id": "n1", "kind": "course" }, { "children": [], "condition": "graduate/professional standing", "course": null, "evidence": "graduate/professional standing", "id": "n2", "kind": "condition" }, { "children": [], "condition": "member of Engineering Guest Students", "course": null, "evidence": "member of Engineering Guest Students", "id": "n3", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_6d9ed322e07081df1d6519bd", "source": "enrollment", "source_instructor_id": "ajnimunkar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Amit Nimunkar", "email": "AJNIMUNKAR@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 28, "quality": 4.25, "difficulty": 2.86, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:344130", "source_url": "https://www.ratemyprofessors.com/professor/344130", "match_basis": "exact_name", "observed_at": "2026-09-07 16:56:04.216341+00:00", "courses": { "course_758e73af380877aee172659d": { "review_count": 3, "quality": 4.33, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 }, "course_f63a12d567795fd43aa4c1e2": { "review_count": 9, "quality": 4.56, "difficulty": 2.44, "quality_count": 9, "difficulty_count": 9 }, "course_ecb22765599c59f1ce4048bd": { "review_count": 4, "quality": 4, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 }, "course_f1d43194969e514dbc330d4f": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_ccd8530122b794ce90ec0b5d": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_efd5dc3710ff8fe1567ffa30": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_c6c64d7584708e58ca90e23d": { "review_count": 4, "quality": 4.25, "difficulty": 3, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 4.0040357431444145, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AMIT_NIMUNKAR" }, { "instructor_uid": "instructor_776e90747c0f9ed2a622e0c6", "source": "enrollment", "source_instructor_id": "soakes", "identity_basis": "netid", "identity_status": "source_identified", "name": "Royal Oakes", "email": "SOAKES@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/ROYAL_OAKES" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:207:006391", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1272", "source_course_id": "006391", "source_subject_id": "207", "title": "Medical Instrumentation", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:320:006391", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1272", "source_course_id": "006391", "source_subject_id": "320", "title": "Medical Instrumentation", "credits_min": 3, "credits_max": 3, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:11621", "term_id": "1272", "source_section_id": "11621", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 32, "enrolled": 23, "waitlisted": 5, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:11622", "term_id": "1272", "source_section_id": "11622", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 17, "waitlisted": 3, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:11708", "term_id": "1272", "source_section_id": "11708", "identity_basis": "class_number", "section_number": "302", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 6, "waitlisted": 2, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12236", "term_id": "1272", "source_section_id": "12236", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 32, "enrolled": 15, "waitlisted": 3, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12237", "term_id": "1272", "source_section_id": "12237", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 7, "waitlisted": 2, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" }, { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:12238", "term_id": "1272", "source_section_id": "12238", "identity_basis": "class_number", "section_number": "302", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 16, "enrolled": 8, "waitlisted": 1, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_8dc5c29e359bec9f81615418", "source": "madgrades", "source_instructor_id": "2600454", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN WEBSTER", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 1, "quality": 5, "difficulty": 1, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1726470", "source_url": "https://www.ratemyprofessors.com/professor/1726470", "match_basis": "exact_name", "observed_at": "2026-09-07 16:30:57.554246+00:00", "courses": {}, "bayesian_quality": 3.7235102700443767, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.483, "graded": 871, "counts": [ 328, 272, 205, 51, 13, 1, 1 ], "sections": 74 }, "instructor_url": "/instructors/JOHN_WEBSTER--instructor_8dc5c29e359bec9f81615418" }, { "instructor_uid": "instructor_3458d46f28333e14025dde63", "source": "madgrades", "source_instructor_id": "3358279", "identity_basis": "source_id", "identity_status": "source_identified", "name": "AMIT NIMUNKAR", "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": 28, "quality": 4.25, "difficulty": 2.86, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:344130", "source_url": "https://www.ratemyprofessors.com/professor/344130", "match_basis": "exact_name", "observed_at": "2026-09-07 16:56:04.216341+00:00", "courses": { "course_758e73af380877aee172659d": { "review_count": 3, "quality": 4.33, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 }, "course_f63a12d567795fd43aa4c1e2": { "review_count": 9, "quality": 4.56, "difficulty": 2.44, "quality_count": 9, "difficulty_count": 9 }, "course_ecb22765599c59f1ce4048bd": { "review_count": 4, "quality": 4, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 }, "course_f1d43194969e514dbc330d4f": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_ccd8530122b794ce90ec0b5d": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_efd5dc3710ff8fe1567ffa30": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_c6c64d7584708e58ca90e23d": { "review_count": 4, "quality": 4.25, "difficulty": 3, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 4.0040357431444145, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.654, "graded": 3562, "counts": [ 1947, 1016, 398, 157, 41, 2, 1 ], "sections": 98 }, "instructor_url": "/instructors/AMIT_NIMUNKAR--instructor_3458d46f28333e14025dde63" }, { "instructor_uid": "instructor_a33d26e3e65ceb59dd686fa6", "source": "madgrades", "source_instructor_id": "476869", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PETER KLOMBERG", "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": 3.382, "graded": 17, "counts": [ 6, 3, 6, 2, 0, 0, 0 ], "sections": 2 }, "instructor_url": "/instructors/PETER_KLOMBERG" }, { "instructor_uid": "instructor_50b4e0b447d61b685384bc21", "source": "madgrades", "source_instructor_id": "4908085", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MEHDI SHOKOUEINEJAD MARAGHEH", "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": 3.475, "graded": 20, "counts": [ 9, 3, 6, 2, 0, 0, 0 ], "sections": 1 }, "instructor_url": "/instructors/MEHDI_SHOKOUEINEJAD_MARAGHEH" }, { "instructor_uid": "instructor_6d9ed322e07081df1d6519bd", "source": "enrollment", "source_instructor_id": "ajnimunkar", "identity_basis": "netid", "identity_status": "source_identified", "name": "Amit Nimunkar", "email": "AJNIMUNKAR@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 28, "quality": 4.25, "difficulty": 2.86, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:344130", "source_url": "https://www.ratemyprofessors.com/professor/344130", "match_basis": "exact_name", "observed_at": "2026-09-07 16:56:04.216341+00:00", "courses": { "course_758e73af380877aee172659d": { "review_count": 3, "quality": 4.33, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3 }, "course_f63a12d567795fd43aa4c1e2": { "review_count": 9, "quality": 4.56, "difficulty": 2.44, "quality_count": 9, "difficulty_count": 9 }, "course_ecb22765599c59f1ce4048bd": { "review_count": 4, "quality": 4, "difficulty": 3.25, "quality_count": 4, "difficulty_count": 4 }, "course_f1d43194969e514dbc330d4f": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_ccd8530122b794ce90ec0b5d": { "review_count": 1, "quality": 3, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_efd5dc3710ff8fe1567ffa30": { "review_count": 1, "quality": 5, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_c6c64d7584708e58ca90e23d": { "review_count": 4, "quality": 4.25, "difficulty": 3, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 4.0040357431444145, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/AMIT_NIMUNKAR" }, { "instructor_uid": "instructor_776e90747c0f9ed2a622e0c6", "source": "enrollment", "source_instructor_id": "soakes", "identity_basis": "netid", "identity_status": "source_identified", "name": "Royal Oakes", "email": "SOAKES@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/ROYAL_OAKES" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "JOHN WEBSTER" ], "a": 7, "ab": 6, "b": 4, "bc": 0, "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": 18, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "JOHN WEBSTER" ], "a": 9, "ab": 4, "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": 20, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "JOHN WEBSTER" ], "a": 6, "ab": 3, "b": 2, "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": 12, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Amit Nimunkar", "JOHN WEBSTER" ], "a": 6, "ab": 2, "b": 1, "bc": 2, "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": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "JOHN WEBSTER", "PETER KLOMBERG" ], "a": 3, "ab": 1, "b": 4, "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": 9, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "JOHN WEBSTER", "PETER KLOMBERG" ], "a": 3, "ab": 2, "b": 2, "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": 8, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "JOHN WEBSTER", "MEHDI SHOKOUEINEJAD MARAGHEH" ], "a": 9, "ab": 3, "b": 6, "bc": 2, "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": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "JOHN WEBSTER" ], "a": 3, "ab": 1, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "JOHN WEBSTER" ], "a": 5, "ab": 7, "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": 15, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Amit Nimunkar" ], "a": 4, "ab": 4, "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": 12, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Amit Nimunkar" ], "a": 7, "ab": 7, "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": 15, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Amit Nimunkar" ], "a": 9, "ab": 8, "b": 7, "bc": 4, "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": 29, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Amit Nimunkar" ], "a": 8, "ab": 6, "b": 3, "bc": 3, "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": 21, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Amit Nimunkar" ], "a": 7, "ab": 11, "b": 2, "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": 23, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Amit Nimunkar" ], "a": 9, "ab": 11, "b": 4, "bc": 7, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 32, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Amit Nimunkar" ], "a": 5, "ab": 11, "b": 7, "bc": 4, "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": 28, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Amit Nimunkar" ], "a": 6, "ab": 11, "b": 11, "bc": 1, "c": 3, "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": 32, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Amit Nimunkar" ], "a": 6, "ab": 10, "b": 5, "bc": 4, "c": 3, "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": 28, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Amit Nimunkar" ], "a": 12, "ab": 8, "b": 7, "bc": 4, "c": 3, "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": 34, "source_aliases": [ "BME/ECE 462" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME/ECE 462", "course_uid": "course_758e73af380877aee172659d", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Amit Nimunkar" ], "a": 8, "ab": 16, "b": 8, "bc": 5, "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": 38, "source_aliases": [ "BME/ECE 462" ] } ] ``` ### statistics #### gpa 3.383 #### graded 411 #### counts * 132 * 132 * 87 * 43 * 16 * 0 * 1 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_758e73af380877aee172659d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_758e73af380877aee172659d-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_758e73af380877aee172659d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_758e73af380877aee172659d-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_758e73af380877aee172659d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_758e73af380877aee172659d-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_758e73af380877aee172659d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_758e73af380877aee172659d-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_758e73af380877aee172659d-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_758e73af380877aee172659d-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.383211678832117 #### count 411 #### university ##### size 4146 ##### gpa Percentile 18 ##### count Percentile 69 ##### median Count 193 ##### 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 | 10 | false | | 2.8–3.2 | 326 | false | | 3.2–3.6 | 1185 | true | | 3.6–4.0 | 2625 | false | #### departments ```json [ { "subject": "BME", "comparison": { "size": 29, "gpaPercentile": 0, "countPercentile": 71, "medianCount": 245, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 7, "current": true }, { "range": "3.6–4.0", "count": 22, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 105, "gpaPercentile": 29, "countPercentile": 61, "medianCount": 283, "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": 14, "current": false }, { "range": "3.2–3.6", "count": 42, "current": true }, { "range": "3.6–4.0", "count": 49, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.5 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1082 ##### term 1082 ##### gpa 3.45 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1092 ##### term 1092 ##### gpa 3.5833333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1102 ##### term 1102 ##### gpa 3.5454545454545454 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1112 ##### term 1112 ##### gpa 3.3333333333333335 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1122 ##### term 1122 ##### gpa 3.4375 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1132 ##### term 1132 ##### gpa 3.475 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1142 ##### term 1142 ##### gpa 3.5833333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1152 ##### term 1152 ##### gpa 3.566666666666667 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1162 ##### term 1162 ##### gpa 3.5 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1172 ##### term 1172 ##### gpa 3.7 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1182 ##### term 1182 ##### gpa 3.3448275862068964 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1192 ##### term 1192 ##### gpa 3.4047619047619047 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1202 ##### term 1202 ##### gpa 3.4565217391304346 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1212 ##### term 1212 ##### gpa 3.25 ##### count 32 ##### university ###### size 1111 ###### gpa Percentile 17 ###### count Percentile 5 ###### 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 | true | | 3.6–4.0 | 611 | false | ##### departments ```json [ { "subject": "BME", "comparison": null }, { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 13, "countPercentile": 5, "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": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1222 ##### term 1222 ##### gpa 3.267857142857143 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1232 ##### term 1232 ##### gpa 3.25 ##### count 32 ##### university ###### size 1216 ###### gpa Percentile 18 ###### count Percentile 6 ###### median Count 66 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 2 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 174 | false | | 3.2–3.6 | 356 | true | | 3.6–4.0 | 670 | false | ##### departments ```json [ { "subject": "BME", "comparison": { "size": 13, "gpaPercentile": 0, "countPercentile": 8, "medianCount": 48, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 28, "countPercentile": 2, "medianCount": 70, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 10, "current": false }, { "range": "3.2–3.6", "count": 16, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1242 ##### term 1242 ##### gpa 3.2142857142857144 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | BME | | | ECE | | #### 1252 ##### term 1252 ##### gpa 3.323529411764706 ##### count 34 ##### university ###### size 1333 ###### gpa Percentile 16 ###### count Percentile 10 ###### median Count 69 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 0 | false | | 2.4–2.8 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments ```json [ { "subject": "BME", "comparison": { "size": 13, "gpaPercentile": 0, "countPercentile": 25, "medianCount": 41, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 3, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 44, "gpaPercentile": 19, "countPercentile": 12, "medianCount": 74, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` #### 1262 ##### term 1262 ##### gpa 3.3289473684210527 ##### count 38 ##### university ###### size 1320 ###### gpa Percentile 18 ###### count Percentile 16 ###### median Count 70 ###### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | true | | 3.6–4.0 | 797 | false | ##### departments ```json [ { "subject": "BME", "comparison": { "size": 14, "gpaPercentile": 0, "countPercentile": 31, "medianCount": 49, "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": 0, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 10, "current": false } ] } }, { "subject": "ECE", "comparison": { "size": 41, "gpaPercentile": 33, "countPercentile": 13, "medianCount": 82, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 8, "current": false }, { "range": "3.2–3.6", "count": 17, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } } ] ``` ### benchmarks #### all ##### school ###### size 4146 ###### gpa 3.655576857310451 ###### top Share 81.61127984016484 ###### count 193 ##### BME ###### size 29 ###### gpa 3.735387145170004 ###### top Share 87.06408376860924 ###### count 245 ##### ECE ###### size 105 ###### gpa 3.562283677636596 ###### top Share 75.88291994280982 ###### count 283 #### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ##### 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 ###### BME ###### size 13 ###### gpa 3.7880559546250554 ###### top Share 90.30252314010508 ###### count 48 ###### 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 ###### BME ###### size 12 ###### gpa 3.8258396427554033 ###### top Share 93.50263006513006 ###### count 46.5 ###### 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 ###### BME ###### size 13 ###### gpa 3.769515870367008 ###### top Share 89.30586938082577 ###### count 41 ###### ECE ###### size 44 ###### gpa 3.5595929340853747 ###### top Share 76.26079811550397 ###### count 74 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### BME ###### size 14 ###### gpa 3.793307456202412 ###### top Share 89.53484160389156 ###### count 49 ###### ECE ###### size 41 ###### gpa 3.5162416044524014 ###### top Share 73.72561877957347 ###### count 82 ## instructor Trends ```json [ { "uid": "instructor_3458d46f28333e14025dde63", "name": "AMIT NIMUNKAR", "count": 303, "terms": [ { "term": "1102", "count": 11, "sections": 1, "gpa": 3.5454545454545454 }, { "term": "1162", "count": 12, "sections": 1, "gpa": 3.5 }, { "term": "1172", "count": 15, "sections": 1, "gpa": 3.7 }, { "term": "1182", "count": 29, "sections": 1, "gpa": 3.3448275862068964 }, { "term": "1192", "count": 21, "sections": 1, "gpa": 3.4047619047619047 }, { "term": "1202", "count": 23, "sections": 1, "gpa": 3.4565217391304346 }, { "term": "1212", "count": 32, "sections": 1, "gpa": 3.25 }, { "term": "1222", "count": 28, "sections": 1, "gpa": 3.267857142857143 }, { "term": "1232", "count": 32, "sections": 1, "gpa": 3.25 }, { "term": "1242", "count": 28, "sections": 1, "gpa": 3.2142857142857144 }, { "term": "1252", "count": 34, "sections": 1, "gpa": 3.323529411764706 }, { "term": "1262", "count": 38, "sections": 1, "gpa": 3.3289473684210527 } ] }, { "uid": "instructor_8dc5c29e359bec9f81615418", "name": "JOHN WEBSTER", "count": 119, "terms": [ { "term": "1072", "count": 18, "sections": 1, "gpa": 3.5 }, { "term": "1082", "count": 20, "sections": 2, "gpa": 3.45 }, { "term": "1092", "count": 12, "sections": 1, "gpa": 3.5833333333333335 }, { "term": "1102", "count": 11, "sections": 1, "gpa": 3.5454545454545454 }, { "term": "1112", "count": 9, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1122", "count": 8, "sections": 1, "gpa": 3.4375 }, { "term": "1132", "count": 20, "sections": 1, "gpa": 3.475 }, { "term": "1142", "count": 6, "sections": 1, "gpa": 3.5833333333333335 }, { "term": "1152", "count": 15, "sections": 1, "gpa": 3.566666666666667 } ] }, { "uid": "instructor_50b4e0b447d61b685384bc21", "name": "MEHDI SHOKOUEINEJAD MARAGHEH", "count": 20, "terms": [ { "term": "1132", "count": 20, "sections": 1, "gpa": 3.475 } ] }, { "uid": "instructor_a33d26e3e65ceb59dd686fa6", "name": "PETER KLOMBERG", "count": 17, "terms": [ { "term": "1112", "count": 9, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1122", "count": 8, "sections": 1, "gpa": 3.4375 } ] } ] ``` ## following None recorded.