# ECE 512: Power Electronics Laboratory | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_512) ## 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 329965dbe867aa1756b575c833ed153f1f9f6260abd9ef04518c8d5b10f3b77e ### course id ECE 512 ### course uid course\_b87ee26bf10556cb2d9b5911 ### catalog version id c5c44230e783ac916199e424d56df86b03bde8b26f46fe629ce12edd9c24788f ### course number 512 ### subjects * ECE ### title POWER ELECTRONICS LABORATORY ### description This laboratory introduces the student to measurement and simulation of important operating characteristics of power electronic circuits and power semiconductor devices. Emphasis is on devices, circuits, gating methods and power quality. ### requirements text E C E 412, graduate/professional standing, or member of Engineering Guest Students ### credits min 3 ### credits max 3 ### credit offering ids * 1272:320:006402 ### llm job id enrich-ecd149b6a6e0877fce2f3d1c ### llm output id 9ccd7f11c8d4611ef1328655fa13b6c7049866d35042c0b90d7deb52e4f989a3 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 512 is a laboratory introducing measurement and simulation of power electronic circuits and semiconductor device characteristics. ### llm topics * Power electronic circuits and power semiconductor devices * Gating methods and power quality ### llm skills * Measurement and simulation of power electronic circuit and device characteristics. * Analysis of devices, circuits, gating methods, and power quality. ### llm assumed background * Prerequisite ECE 412, which assumes ECE 342 covering semiconductor device modeling, amplifier analysis, and power converter design. ### llm search phrases * power electronics laboratory measurement simulation * ECE 512 power semiconductor devices gating methods * power quality measurement lab ECE ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash b54441c83f139fc9aba122418a020842e71df39a39ac929c41c02846f99dcefe #### course id ECE 512 #### current instructors ```json [ { "instructor_uid": "instructor_79d44a3f2cf8d53550076114", "message": "No course-specific reviews available", "name": "Patrick Flannery", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:3150819", "summary": [ { "citations": [ { "course_id": "ECE 512", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "23d1e3b2-ee98-39ec-91d3-e755d0e8be69", "source_record": { "entity_id": "23d1e3b2-ee98-39ec-91d3-e755d0e8be69", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2025: 3.80 GPA, 90.0% A/AB (n=20 letter grades)." } ] } ] ``` #### difficulty workload The course is rated as very difficult by the historical reviewer. ```json { "citations": [ { "instructor_name": "Steven Fredette", "review_date": "2023-05-31 19:21:23 +0000 UTC", "review_id": "70fab3705a2bb128c970051e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2143189", "source_review_id": "UmF0aW5nLTM4MDA5ODA0", "source_url": "https://www.ratemyprofessors.com/professor/2143189", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for instructor Steven Fredette describe him as arguably the best professor the reviewer has ever had, citing a five-star quality rating. The reviewer also assigned a five-star difficulty rating, indicating a challenging experience. ```json { "citations": [ { "instructor_name": "Steven Fredette", "review_date": "2023-05-31 19:21:23 +0000 UTC", "review_id": "70fab3705a2bb128c970051e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2143189", "source_review_id": "UmF0aW5nLTM4MDA5ODA0", "source_url": "https://www.ratemyprofessors.com/professor/2143189", "type": "review" } ] } ``` #### offered true #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for Steven Fredette describe him as arguably the best professor ever, though the course is rated as very difficult. ```json { "citations": [ { "instructor_name": "Steven Fredette", "review_date": "2023-05-31 19:21:23 +0000 UTC", "review_id": "70fab3705a2bb128c970051e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2143189", "source_review_id": "UmF0aW5nLTM4MDA5ODA0", "source_url": "https://www.ratemyprofessors.com/professor/2143189", "type": "review" } ] } ``` Recent recorded grades — Fall 2023: 3.59 GPA, 87.0% A/AB (n=23 letter grades); Fall 2024: 3.89 GPA, 94.4% A/AB (n=18 letter grades); Fall 2025: 3.80 GPA, 90.0% A/AB (n=20 letter grades). ```json { "citations": [ { "course_id": "ECE 512", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "23d1e3b2-ee98-39ec-91d3-e755d0e8be69", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 512", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "23d1e3b2-ee98-39ec-91d3-e755d0e8be69", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ECE 512", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "23d1e3b2-ee98-39ec-91d3-e755d0e8be69", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience The historical reviewer had an exceptional experience with instructor Steven Fredette. ```json { "citations": [ { "instructor_name": "Steven Fredette", "review_date": "2023-05-31 19:21:23 +0000 UTC", "review_id": "70fab3705a2bb128c970051e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2143189", "source_review_id": "UmF0aW5nLTM4MDA5ODA0", "source_url": "https://www.ratemyprofessors.com/professor/2143189", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history PATRICK FLANNERY is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 512", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "23d1e3b2-ee98-39ec-91d3-e755d0e8be69", "source_record": { "entity_id": "23d1e3b2-ee98-39ec-91d3-e755d0e8be69", "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" ], "condition": null, "course": null, "evidence": "E C E 412, graduate/professional standing, or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 412, "minimum_grade": null, "subjects": [ "ECE" ], "timing": "prior" }, "evidence": "E C E 412", "id": "n1", "kind": "course" }, { "children": [], "condition": "graduate/professional standing, or member of Engineering Guest Students", "course": null, "evidence": "graduate/professional standing, or member of Engineering Guest Students", "id": "n2", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_79d44a3f2cf8d53550076114", "source": "enrollment", "source_instructor_id": "psflannery", "identity_basis": "netid", "identity_status": "source_identified", "name": "Patrick Flannery", "email": "PSFLANNERY@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": 4.33, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3150819", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:39.888201+00:00", "courses": { "course_e3e02c2137f67e4a7df59b05": { "review_count": 2, "quality": 4, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.7471180726492133, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PATRICK_FLANNERY" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:320:006402", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1272", "source_course_id": "006402", "source_subject_id": "320", "title": "Power Electronics Laboratory", "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:1272:25726", "term_id": "1272", "source_section_id": "25726", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 27, "waitlisted": 1, "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:1272:25727", "term_id": "1272", "source_section_id": "25727", "identity_basis": "class_number", "section_number": "301", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 9, "waitlisted": 0, "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:1272:28446", "term_id": "1272", "source_section_id": "28446", "identity_basis": "class_number", "section_number": "302", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 10, "waitlisted": 1, "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:1272:38064", "term_id": "1272", "source_section_id": "38064", "identity_basis": "class_number", "section_number": "303", "section_type": "LAB", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 8, "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_89a977ba8f4a3a9d16333939", "source": "madgrades", "source_instructor_id": "1112569", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VENKATA VENKATARAMANAN", "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": 3.791, "graded": 2808, "counts": [ 2354, 57, 283, 6, 71, 24, 13 ], "sections": 337 }, "instructor_url": "/instructors/VENKATA_VENKATARAMANAN--instructor_89a977ba8f4a3a9d16333939" }, { "instructor_uid": "instructor_8d3defe1b1105d9ebe251980", "source": "madgrades", "source_instructor_id": "5175739", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MAHIMA 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": 2.33, "difficulty": 2.33, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3138779", "source_url": "https://www.ratemyprofessors.com/professor/3138779", "match_basis": "exact_name", "observed_at": "2026-09-07 16:21:33.544571+00:00", "courses": {}, "bayesian_quality": 3.4862485074318217, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.578, "graded": 243, "counts": [ 149, 48, 18, 11, 8, 8, 1 ], "sections": 13 }, "instructor_url": "/instructors/MAHIMA_GUPTA--instructor_8d3defe1b1105d9ebe251980" }, { "instructor_uid": "instructor_291ec482be1121a6fe38c721", "source": "madgrades", "source_instructor_id": "1590438", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PATRICK FLANNERY", "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": 4.33, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3150819", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:39.888201+00:00", "courses": { "course_e3e02c2137f67e4a7df59b05": { "review_count": 2, "quality": 4, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.7471180726492133, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.634, "graded": 428, "counts": [ 220, 138, 50, 11, 7, 1, 1 ], "sections": 17 }, "instructor_url": "/instructors/PATRICK_FLANNERY--instructor_291ec482be1121a6fe38c721" }, { "instructor_uid": "instructor_79d44a3f2cf8d53550076114", "source": "enrollment", "source_instructor_id": "psflannery", "identity_basis": "netid", "identity_status": "source_identified", "name": "Patrick Flannery", "email": "PSFLANNERY@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": 4.33, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:3150819", "source_url": "https://www.ratemyprofessors.com/professor/3150819", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:39.888201+00:00", "courses": { "course_e3e02c2137f67e4a7df59b05": { "review_count": 2, "quality": 4, "difficulty": 4, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.7471180726492133, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PATRICK_FLANNERY" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 8, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 8, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 10, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 20, "ab": 0, "b": 1, "bc": 0, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 23, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 14, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 8, "ab": 1, "b": 0, "bc": 0, "c": 2, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 11, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 10, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 10, "ab": 0, "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": 12, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "VENKATA VENKATARAMANAN" ], "a": 7, "ab": 13, "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": 23, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Mahima Gupta" ], "a": 15, "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": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "ECE 512" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 512", "course_uid": "course_b87ee26bf10556cb2d9b5911", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Patrick Flannery" ], "a": 14, "ab": 4, "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": 20, "source_aliases": [ "ECE 512" ] } ] ``` ### statistics #### gpa 3.853 #### graded 184 #### counts * 151 * 20 * 9 * 0 * 4 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b87ee26bf10556cb2d9b5911-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b87ee26bf10556cb2d9b5911-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b87ee26bf10556cb2d9b5911-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b87ee26bf10556cb2d9b5911-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_b87ee26bf10556cb2d9b5911-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_b87ee26bf10556cb2d9b5911-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_b87ee26bf10556cb2d9b5911-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b87ee26bf10556cb2d9b5911-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b87ee26bf10556cb2d9b5911-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b87ee26bf10556cb2d9b5911-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8532608695652173 #### count 184 #### university ##### size 3803 ##### gpa Percentile 69 ##### count Percentile 54 ##### median Count 156 ##### 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 | 310 | false | | 3.2–3.6 | 1065 | false | | 3.6–4.0 | 2419 | true | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 95, "gpaPercentile": 85, "countPercentile": 43, "medianCount": 236, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 39, "current": false }, { "range": "3.6–4.0", "count": 46, "current": true } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 4 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1132 ##### term 1132 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1142 ##### term 1142 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1152 ##### term 1152 ##### gpa 3.782608695652174 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1162 ##### term 1162 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1172 ##### term 1172 ##### gpa 3.590909090909091 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1182 ##### term 1182 ##### gpa 4 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1192 ##### term 1192 ##### gpa 4 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1202 ##### term 1202 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1232 ##### term 1232 ##### gpa 3.8333333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1242 ##### term 1242 ##### gpa 3.5869565217391304 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1252 ##### term 1252 ##### gpa 3.888888888888889 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1262 ##### term 1262 ##### gpa 3.8 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | ### benchmarks #### all ##### school ###### size 3803 ###### gpa 3.6558899203978656 ###### top Share 81.64695039298589 ###### count 156 ##### ECE ###### size 95 ###### gpa 3.5629947949951464 ###### top Share 76.00713711578132 ###### count 236 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.1987946107674805 ###### top Share 56.64446757576598 ###### count 47 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### ECE ###### size 31 ###### gpa 3.341669205733449 ###### top Share 60.24866562304859 ###### count 53 ##### 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 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ECE ###### size 44 ###### gpa 3.4583903966894223 ###### top Share 70.01102622146537 ###### count 70 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ECE ###### size 41 ###### gpa 3.4916867437115484 ###### top Share 71.95296745580877 ###### count 83 ##### 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_89a977ba8f4a3a9d16333939", "name": "VENKATA VENKATARAMANAN", "count": 146, "terms": [ { "term": "1072", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1132", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1142", "count": 10, "sections": 2, "gpa": 4 }, { "term": "1152", "count": 23, "sections": 1, "gpa": 3.782608695652174 }, { "term": "1162", "count": 14, "sections": 1, "gpa": 4 }, { "term": "1172", "count": 11, "sections": 1, "gpa": 3.590909090909091 }, { "term": "1182", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1192", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1202", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1232", "count": 12, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1242", "count": 23, "sections": 1, "gpa": 3.5869565217391304 } ] }, { "uid": "instructor_291ec482be1121a6fe38c721", "name": "PATRICK FLANNERY", "count": 20, "terms": [ { "term": "1262", "count": 20, "sections": 1, "gpa": 3.8 } ] }, { "uid": "instructor_8d3defe1b1105d9ebe251980", "name": "MAHIMA GUPTA", "count": 18, "terms": [ { "term": "1252", "count": 18, "sections": 1, "gpa": 3.888888888888889 } ] } ] ``` ## following None recorded.