# ECE 548: Integrated Circuit Design | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_548) ## 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 b8e47ac47d22ecae6db23b8402821707b0ee54083368f4d017d229bf8e512155 ### course id ECE 548 ### course uid course\_6b48a6281dfee2dce876e826 ### catalog version id d20f2c584fa1c6bf9199c3644a503e31b01cd59ef58e4a14921f699dbfc58207 ### course number 548 ### subjects * ECE ### title INTEGRATED CIRCUIT DESIGN ### description Bipolar and MOS devices in monolithic circuits. Device physics, fabrication technology. IC-design for linear and nonlinear circuitry. ### requirements text E C E 335, graduate/professional standing, or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:320:006430 ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 2762c242a3272e4842ce81ecfb959b29963a84e2961ce16783b00d48be9a6fab ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Covers bipolar and MOS devices, device physics, fabrication technology, and IC design for linear and nonlinear circuitry. ### llm topics * Bipolar and MOS devices * Device physics and fabrication technology * IC design for linear and nonlinear circuitry ### llm skills * IC design for linear and nonlinear circuitry * Device physics and fabrication technology ### llm assumed background * Microelectronic device physics and circuit modeling ### llm search phrases * integrated circuit design * bipolar MOS devices * IC design linear nonlinear * microelectronic devices ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 1a5633bca15bfa227dc6fc4a258874be55a234ad930cf37c9e6fc8a44fe07571 #### course id ECE 548 #### current instructors ```json [ { "instructor_uid": "instructor_29a7c1e6f1424b3abcd51444", "message": null, "name": "Chirag Gupta", "review_status": "supported", "rmp_instructor_id": "rmp:2916710", "summary": [ { "citations": [ { "instructor_name": "chirag gupta", "review_date": "2024-02-06 01:26:11 +0000 UTC", "review_id": "c21e9e83f72aedd565be3074", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2916710", "source_review_id": "UmF0aW5nLTM4OTU0MjI3", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "type": "review" }, { "instructor_name": "chirag gupta", "review_date": "2026-01-31 09:40:20 +0000 UTC", "review_id": "0e019e3bbb360d79bda306a9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2916710", "source_review_id": "UmF0aW5nLTQyNTcwMTY2", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "type": "review" } ], "text": "Chirag Gupta is praised for explaining concepts clearly and building student intuition rather than requiring memorization. Reviewers find his lectures engaging and helpful, though one notes he can be somewhat disorganized." }, { "citations": [ { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.47 GPA, 76.5% A/AB (n=17 letter grades); Fall 2024: 3.22 GPA, 63.0% A/AB (n=27 letter grades); Fall 2025: 3.46 GPA, 75.0% A/AB (n=24 letter grades)." } ] } ] ``` #### difficulty workload The workload includes a handful of homeworks, three challenging but fair exams, and a significant final project. ```json { "citations": [ { "instructor_name": "chirag gupta", "review_date": "2024-02-06 01:26:11 +0000 UTC", "review_id": "c21e9e83f72aedd565be3074", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2916710", "source_review_id": "UmF0aW5nLTM4OTU0MjI3", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "type": "review" } ] } ``` #### errors None recorded. #### historical context None recorded. #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Chirag Gupta is a highly recommended instructor who prioritizes intuitive understanding over rote memorization, delivering engaging lectures that connect theory to industry challenges. ```json { "citations": [ { "instructor_name": "chirag gupta", "review_date": "2024-02-06 01:26:11 +0000 UTC", "review_id": "c21e9e83f72aedd565be3074", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2916710", "source_review_id": "UmF0aW5nLTM4OTU0MjI3", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "type": "review" }, { "instructor_name": "chirag gupta", "review_date": "2026-01-31 09:40:20 +0000 UTC", "review_id": "0e019e3bbb360d79bda306a9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2916710", "source_review_id": "UmF0aW5nLTQyNTcwMTY2", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.47 GPA, 76.5% A/AB (n=17 letter grades); Fall 2024: 3.22 GPA, 63.0% A/AB (n=27 letter grades); Fall 2025: 3.46 GPA, 75.0% A/AB (n=24 letter grades). ```json { "citations": [ { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Students find lectures clear and helpful, though one review notes the course is somewhat disorganized. ```json { "citations": [ { "instructor_name": "chirag gupta", "review_date": "2024-02-06 01:26:11 +0000 UTC", "review_id": "c21e9e83f72aedd565be3074", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2916710", "source_review_id": "UmF0aW5nLTM4OTU0MjI3", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "type": "review" }, { "instructor_name": "chirag gupta", "review_date": "2026-01-31 09:40:20 +0000 UTC", "review_id": "0e019e3bbb360d79bda306a9", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2916710", "source_review_id": "UmF0aW5nLTQyNTcwMTY2", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history CHIRAG GUPTA is recorded teaching in 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": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 548", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "source_record": { "entity_id": "a2d15e23-8262-3fb9-851b-f9fe4d15afc9", "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 335, graduate/professional standing, or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 335, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior" }, "evidence": "E C E 335", "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_29a7c1e6f1424b3abcd51444", "source": "enrollment", "source_instructor_id": 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"20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:320:006430", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1272", "source_course_id": "006430", "source_subject_id": "320", "title": "Integrated Circuit Design", "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:1272:17835", "term_id": "1272", "source_section_id": "17835", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 36, "enrolled": 27, "waitlisted": 0, "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_f0d6f4d9862026701c8eae39", "source": "madgrades", "source_instructor_id": 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"prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.462, "graded": 1328, "counts": [ 703, 231, 184, 97, 77, 29, 7 ], "sections": 110 }, "instructor_url": "/instructors/SRDJAN_MILICIC--instructor_f0d6f4d9862026701c8eae39" }, { "instructor_uid": "instructor_b8678da1fad0b61e9464e68a", "source": "madgrades", "source_instructor_id": "6403004", "identity_basis": "source_id", "identity_status": "source_identified", "name": "CHIRAG GUPTA", "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": 3, "quality": 3.33, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2916710", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:49.630843+00:00", "courses": { "course_236b13facc1d300e22cc9b1e": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_6b48a6281dfee2dce876e826": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.6166832900405175, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.38, "graded": 217, "counts": [ 64, 90, 36, 19, 3, 1, 4 ], "sections": 43 }, "instructor_url": "/instructors/CHIRAG_GUPTA--instructor_b8678da1fad0b61e9464e68a" }, { "instructor_uid": "instructor_29a7c1e6f1424b3abcd51444", "source": "enrollment", "source_instructor_id": "cgupta9", "identity_basis": "netid", "identity_status": "source_identified", "name": "Chirag Gupta", "email": "CGUPTA9@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": 3, "quality": 3.33, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:2916710", "source_url": "https://www.ratemyprofessors.com/professor/2916710", "match_basis": "exact_name", "observed_at": "2026-09-07 16:48:49.630843+00:00", "courses": { "course_236b13facc1d300e22cc9b1e": { "review_count": 1, "quality": 1, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_6b48a6281dfee2dce876e826": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.6166832900405175, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/CHIRAG_GUPTA" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "Srdjan Milicic" ], "a": 6, "ab": 3, "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": 1, "other": 0, "total": 12, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Srdjan Milicic" ], "a": 7, "ab": 2, "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": 1, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "Srdjan Milicic" ], "a": 4, "ab": 1, "b": 3, "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": 10, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Srdjan Milicic" ], "a": 13, "ab": 7, "b": 6, "bc": 3, "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": 29, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "Srdjan Milicic" ], "a": 11, "ab": 2, "b": 6, "bc": 6, "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": 26, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "Srdjan Milicic" ], "a": 7, "ab": 8, "b": 4, "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": 23, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "Srdjan Milicic" ], "a": 4, "ab": 3, "b": 6, "bc": 7, "c": 1, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 1, "other": 0, "total": 22, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "Srdjan Milicic" ], "a": 4, "ab": 8, "b": 3, "bc": 3, "c": 3, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 22, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Srdjan Milicic" ], "a": 7, "ab": 5, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Srdjan Milicic" ], "a": 4, "ab": 1, "b": 5, "bc": 2, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Srdjan Milicic" ], "a": 7, "ab": 4, "b": 4, "bc": 1, "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": 17, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Srdjan Milicic" ], "a": 4, "ab": 1, "b": 3, "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": 11, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Srdjan Milicic" ], "a": 4, "ab": 3, "b": 3, "bc": 2, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Srdjan Milicic" ], "a": 6, "ab": 1, "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": 11, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Chirag Gupta" ], "a": 7, "ab": 4, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Chirag Gupta" ], "a": 5, "ab": 6, "b": 6, "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": 18, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Chirag Gupta" ], "a": 3, "ab": 10, "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": 17, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Chirag Gupta" ], "a": 7, "ab": 10, "b": 4, "bc": 4, "c": 1, "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": 27, "source_aliases": [ "ECE 548" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 548", "course_uid": "course_6b48a6281dfee2dce876e826", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Chirag Gupta" ], "a": 6, "ab": 12, "b": 4, "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": 24, "source_aliases": [ "ECE 548" ] } ] ``` ### statistics #### gpa 3.364 #### graded 334 #### counts * 116 * 91 * 73 * 38 * 13 * 1 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_6b48a6281dfee2dce876e826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_6b48a6281dfee2dce876e826-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_6b48a6281dfee2dce876e826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_6b48a6281dfee2dce876e826-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_6b48a6281dfee2dce876e826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_6b48a6281dfee2dce876e826-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_6b48a6281dfee2dce876e826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_6b48a6281dfee2dce876e826-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_6b48a6281dfee2dce876e826-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_6b48a6281dfee2dce876e826-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.3637724550898205 #### count 334 #### university ##### size 4114 ##### gpa Percentile 17 ##### count Percentile 65 ##### median Count 184 ##### 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 | 9 | false | | 2.8–3.2 | 327 | false | | 3.2–3.6 | 1165 | true | | 3.6–4.0 | 2613 | false | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 105, "gpaPercentile": 24, "countPercentile": 57, "medianCount": 278, "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": 41, "current": true }, { "range": "3.6–4.0", "count": 50, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.6818181818181817 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1082 ##### term 1082 ##### gpa 3.8 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1092 ##### term 1092 ##### gpa 3.35 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1102 ##### term 1102 ##### gpa 3.5172413793103448 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1112 ##### term 1112 ##### gpa 3.3076923076923075 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1122 ##### term 1122 ##### gpa 3.369565217391304 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1132 ##### term 1132 ##### gpa 3.0476190476190474 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1142 ##### term 1142 ##### gpa 3.0681818181818183 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1152 ##### term 1152 ##### gpa 3.6333333333333333 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1172 ##### term 1172 ##### gpa 3.107142857142857 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1182 ##### term 1182 ##### gpa 3.4411764705882355 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1192 ##### term 1192 ##### gpa 3.227272727272727 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1202 ##### term 1202 ##### gpa 3.1785714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1212 ##### term 1212 ##### gpa 3.590909090909091 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1222 ##### term 1222 ##### gpa 3.4285714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1232 ##### term 1232 ##### gpa 3.4166666666666665 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1242 ##### term 1242 ##### gpa 3.4705882352941178 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1252 ##### term 1252 ##### gpa 3.2222222222222223 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1262 ##### term 1262 ##### gpa 3.4583333333333335 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | ### benchmarks #### all ##### school ###### size 4114 ###### gpa 3.656200074907881 ###### top Share 81.6454249337495 ###### count 184 ##### ECE ###### size 105 ###### gpa 3.564285131695853 ###### top Share 76.02578411947691 ###### count 278 #### 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 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78.36291889885307 ###### count 67 ###### ECE ###### size 41 ###### gpa 3.4916867437115484 ###### top Share 71.95296745580877 ###### count 83 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### ECE ###### size 44 ###### gpa 3.5595929340853747 ###### top Share 76.26079811550397 ###### count 74 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### ECE ###### size 41 ###### gpa 3.5162416044524014 ###### top Share 73.72561877957347 ###### count 82 ## instructor Trends ```json [ { "uid": "instructor_f0d6f4d9862026701c8eae39", "name": "SRDJAN MILICIC", "count": 234, "terms": [ { "term": "1072", "count": 11, "sections": 1, "gpa": 3.6818181818181817 }, { "term": "1082", "count": 10, "sections": 1, "gpa": 3.8 }, { "term": "1092", "count": 10, "sections": 1, "gpa": 3.35 }, { "term": "1102", "count": 29, "sections": 1, "gpa": 3.5172413793103448 }, { "term": "1112", "count": 26, "sections": 1, "gpa": 3.3076923076923075 }, { "term": "1122", "count": 23, "sections": 1, "gpa": 3.369565217391304 }, { "term": "1132", "count": 21, "sections": 1, "gpa": 3.0476190476190474 }, { "term": "1142", "count": 22, "sections": 1, "gpa": 3.0681818181818183 }, { "term": "1152", "count": 15, "sections": 1, "gpa": 3.6333333333333333 }, { "term": "1172", "count": 14, "sections": 1, "gpa": 3.107142857142857 }, { "term": "1182", "count": 17, "sections": 1, "gpa": 3.4411764705882355 }, { "term": "1192", "count": 11, "sections": 1, "gpa": 3.227272727272727 }, { "term": "1202", "count": 14, "sections": 1, "gpa": 3.1785714285714284 }, { "term": "1212", "count": 11, "sections": 1, "gpa": 3.590909090909091 } ] }, { "uid": "instructor_b8678da1fad0b61e9464e68a", "name": "CHIRAG GUPTA", "count": 100, "terms": [ { "term": "1222", "count": 14, "sections": 1, "gpa": 3.4285714285714284 }, { "term": "1232", "count": 18, "sections": 1, "gpa": 3.4166666666666665 }, { "term": "1242", "count": 17, "sections": 1, "gpa": 3.4705882352941178 }, { "term": "1252", "count": 27, "sections": 1, "gpa": 3.2222222222222223 }, { "term": "1262", "count": 24, "sections": 1, "gpa": 3.4583333333333335 } ] } ] ``` ## following | code | title | | ------- | ----------------------------------------- | | ECE 549 | INTEGRATED CIRCUIT FABRICATION LABORATORY |