{"schema_version":1,"url":"https://uwcourses.com/courses/ECE_714","title":"ECE 714: Utility Application of Power Electronics | UW–Madison","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":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"802fa76c7b523101dc67a88a3d03e524edbef9ca12fcf97a90c01635b18fecfd","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","catalog_version_id":"ec5001ed529727c99a0ce16045d5e7f3375b7960f1f30d2a261397a8136310f6","course_number":714,"subjects":["ECE"],"title":"UTILITY APPLICATION OF POWER ELECTRONICS","description":"Power electronic application to utility systems is a rapidly growing field with major impact on the industry. Covers material on HVDC transmission, energy storage systems, renewable sources, static compensators, and flexible ac transmission systems.","requirements_text":"E C E 412,427, and graduate/professional standing","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:320:006460"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"b3c8cb13dc3f5271270e3973a14dd5819aa97de1f75e3d86c4d24c659dcc8569","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"ECE 714 covers the application of power electronics to utility systems, including HVDC transmission, energy storage, and renewable sources.","llm_topics":["HVDC transmission","Energy storage systems","Renewable energy sources","Static compensators","Flexible AC transmission systems"],"llm_skills":["Application of power electronics to utility systems including HVDC and renewable integration"],"llm_assumed_background":["Power semiconductor device characteristics and power converter circuit fundamentals","Electric power system operation, load flow, and network analysis"],"llm_search_phrases":["HVDC transmission","renewable energy sources","static compensators","flexible AC transmission systems","energy storage systems","power electronics utility applications"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"cb571939ad7159aab9729a48f266c59ff537fd1edb55e9bc43397fbdb35c4a00","course_id":"ECE 714","current_instructors":[{"instructor_uid":"instructor_f6fff8f494e3acca0dd6dfd3","message":"No course-specific reviews available","name":"Dominic Gross","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[{"citations":[{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"72485184-f4cc-3229-9f4e-299291fad75c","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"72485184-f4cc-3229-9f4e-299291fad75c","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"72485184-f4cc-3229-9f4e-299291fad75c","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"}],"text":"Recent recorded grades — Spring 2020: 3.75 GPA, 75.0% A/AB (n=8 letter grades); Spring 2022: 3.92 GPA, 100.0% A/AB (n=12 letter grades); Fall 2024: 3.58 GPA, 75.0% A/AB (n=12 letter grades)."}]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1224","type":"grade"},{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Spring 2022: 3.92 GPA, 100.0% A/AB (n=12 letter grades); Fall 2024: 3.58 GPA, 75.0% A/AB (n=12 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=9 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"72485184-f4cc-3229-9f4e-299291fad75c","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"72485184-f4cc-3229-9f4e-299291fad75c","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"},{"course_id":"ECE 714","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"72485184-f4cc-3229-9f4e-299291fad75c","source_record":{"entity_id":"72485184-f4cc-3229-9f4e-299291fad75c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"}],"text":"DOMINIC GROSS is recorded teaching in Spring 2020, Spring 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3"],"condition":null,"course":null,"evidence":"E C E 412,427, and graduate/professional standing","id":"n0","kind":"all"},{"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":null,"course":{"course_number":427,"minimum_grade":null,"subjects":["ECE"],"timing":"prior"},"evidence":"427","id":"n2","kind":"course"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n3","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_f6fff8f494e3acca0dd6dfd3","source":"enrollment","source_instructor_id":"dgross7","identity_basis":"netid","identity_status":"source_identified","name":"Dominic Gross","email":"DOMINIC.GROSS@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/DOMINIC_GROSS"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:320:006460","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1272","source_course_id":"006460","source_subject_id":"320","title":"Utility Application of Power Electronics","credits_min":3,"credits_max":3,"typically_offered":"Occasionally"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:32561","term_id":"1272","source_section_id":"32561","identity_basis":"class_number","section_number":"003","section_type":"LEC","instruction_mode":"Online Only","capacity":0,"enrolled":0,"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:1272:36544","term_id":"1272","source_section_id":"36544","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":20,"enrolled":14,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"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_f4497834d4467951f1d1fb35","source":"madgrades","source_instructor_id":"4438890","identity_basis":"source_id","identity_status":"source_identified","name":"PATRICIO MENDOZA ARAYA","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":3.87,"graded":23,"counts":[20,2,0,0,1,0,0],"sections":3},"instructor_url":"/instructors/PATRICIO_MENDOZA_ARAYA--instructor_f4497834d4467951f1d1fb35"},{"instructor_uid":"instructor_6b4d05761afb1965cca25070","source":"madgrades","source_instructor_id":"1263506","identity_basis":"source_id","identity_status":"source_identified","name":"BULENT SARLIOGLU","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":5,"quality":4.4,"difficulty":2.8,"quality_count":5,"difficulty_count":5,"profile_id":"rmp:3092644","source_url":"https://www.ratemyprofessors.com/professor/3092644","match_basis":"exact_name","observed_at":"2026-09-07 16:50:45.750919+00:00","courses":{"course_e4907bcab45d27b295e30076":{"review_count":5,"quality":4.4,"difficulty":2.8,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.8077486268372764,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.539,"graded":380,"counts":[222,62,38,24,32,2,0],"sections":122},"instructor_url":"/instructors/BULENT_SARLIOGLU--instructor_6b4d05761afb1965cca25070"},{"instructor_uid":"instructor_d95c2d379051fc3dd30fd448","source":"madgrades","source_instructor_id":"6303757","identity_basis":"source_id","identity_status":"source_identified","name":"DOMINIC GROSS","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":3.53,"graded":406,"counts":[228,73,49,25,25,6,0],"sections":38},"instructor_url":"/instructors/DOMINIC_GROSS--instructor_d95c2d379051fc3dd30fd448"},{"instructor_uid":"instructor_f6fff8f494e3acca0dd6dfd3","source":"enrollment","source_instructor_id":"dgross7","identity_basis":"netid","identity_status":"source_identified","name":"Dominic Gross","email":"DOMINIC.GROSS@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/DOMINIC_GROSS"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1072","term_name":"Fall 2006","instructors":["VENKATA VENKATARAMANAN"],"a":9,"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":9,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1082","term_name":"Fall 2007","instructors":["VENKATA VENKATARAMANAN"],"a":0,"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":0,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1092","term_name":"Fall 2008","instructors":["VENKATA VENKATARAMANAN"],"a":9,"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":9,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1102","term_name":"Fall 2009","instructors":["PATRICIO MENDOZA ARAYA","VENKATA VENKATARAMANAN"],"a":19,"ab":0,"b":0,"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":20,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1112","term_name":"Fall 2010","instructors":["VENKATA VENKATARAMANAN"],"a":9,"ab":0,"b":1,"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":11,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1124","term_name":"Spring 2012","instructors":["VENKATA VENKATARAMANAN"],"a":29,"ab":0,"b":4,"bc":0,"c":1,"d":0,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":36,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1134","term_name":"Spring 2013","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 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1144","term_name":"Spring 2014","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 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1154","term_name":"Spring 2015","instructors":["Bulent Sarlioglu"],"a":12,"ab":7,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":19,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1164","term_name":"Spring 2016","instructors":["VENKATA VENKATARAMANAN"],"a":0,"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":0,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1184","term_name":"Spring 2018","instructors":["VENKATA VENKATARAMANAN"],"a":13,"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":13,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1194","term_name":"Spring 2019","instructors":["VENKATA VENKATARAMANAN"],"a":9,"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":9,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1204","term_name":"Spring 2020","instructors":["Dominic Gross"],"a":6,"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":8,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1224","term_name":"Spring 2022","instructors":["Dominic Gross"],"a":10,"ab":2,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":12,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1252","term_name":"Fall 2024","instructors":["Dominic Gross"],"a":7,"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":12,"source_aliases":["ECE 714"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 714","course_uid":"course_2a36e5936dc282a2714cf1f0","term_id":"1262","term_name":"Fall 2025","instructors":["VENKATA VENKATARAMANAN"],"a":9,"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":9,"source_aliases":["ECE 714"]}],"statistics":{"gpa":3.865,"graded":181,"counts":[157,11,8,2,2,0,1]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2a36e5936dc282a2714cf1f0-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2a36e5936dc282a2714cf1f0-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_2a36e5936dc282a2714cf1f0-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_2a36e5936dc282a2714cf1f0-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.8646408839779007,"count":181,"university":{"size":4573,"gpaPercentile":71,"countPercentile":59,"medianCount":136,"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":15,"current":false},{"range":"2.8–3.2","count":378,"current":false},{"range":"3.2–3.6","count":1329,"current":false},{"range":"3.6–4.0","count":2851,"current":true}]},"departments":[{"subject":"ECE","comparison":{"size":121,"gpaPercentile":81,"countPercentile":53,"medianCount":163,"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":14,"current":false},{"range":"3.2–3.6","count":52,"current":false},{"range":"3.6–4.0","count":54,"current":true}]}}]},"terms":{"1072":{"term":"1072","gpa":4,"count":9,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1082":null,"1092":{"term":"1092","gpa":4,"count":9,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1102":{"term":"1102","gpa":3.9,"count":20,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1112":{"term":"1112","gpa":3.5454545454545454,"count":11,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1124":{"term":"1124","gpa":3.823529411764706,"count":34,"university":{"size":821,"gpaPercentile":82,"countPercentile":10,"medianCount":67,"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":1,"current":false},{"range":"2.4–2.8","count":39,"current":false},{"range":"2.8–3.2","count":223,"current":false},{"range":"3.2–3.6","count":278,"current":false},{"range":"3.6–4.0","count":280,"current":true}]},"departments":[{"subject":"ECE","comparison":{"size":22,"gpaPercentile":95,"countPercentile":14,"medianCount":60.5,"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":2,"current":false},{"range":"2.8–3.2","count":9,"current":false},{"range":"3.2–3.6","count":6,"current":false},{"range":"3.6–4.0","count":5,"current":true}]}}]},"1134":{"term":"1134","gpa":4,"count":8,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1144":{"term":"1144","gpa":4,"count":8,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1154":{"term":"1154","gpa":3.8157894736842106,"count":19,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1164":null,"1184":{"term":"1184","gpa":4,"count":13,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1194":{"term":"1194","gpa":4,"count":9,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1204":{"term":"1204","gpa":3.75,"count":8,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1224":{"term":"1224","gpa":3.9166666666666665,"count":12,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1252":{"term":"1252","gpa":3.5833333333333335,"count":12,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1262":{"term":"1262","gpa":4,"count":9,"university":null,"departments":[{"subject":"ECE","comparison":null}]}},"benchmarks":{"all":{"school":{"size":4573,"gpa":3.649295033312348,"topShare":81.18836466179498,"count":136},"ECE":{"size":121,"gpa":3.558190388908794,"topShare":75.67859526242412,"count":163}},"terms":{"1072":{"school":{"size":723,"gpa":3.344595727439471,"topShare":62.012941427864526,"count":67},"ECE":{"size":22,"gpa":3.1987946107674805,"topShare":56.64446757576598,"count":47}},"1082":{"school":{"size":723,"gpa":3.3583896732335172,"topShare":62.932746798940194,"count":68},"ECE":{"size":20,"gpa":3.261413632703916,"topShare":56.446724340169375,"count":40}},"1092":{"school":{"size":732,"gpa":3.374660709520374,"topShare":63.690339324346596,"count":70},"ECE":{"size":18,"gpa":3.260010533524362,"topShare":55.57892737058536,"count":46.5}},"1102":{"school":{"size":774,"gpa":3.36712622366007,"topShare":63.703228532165696,"count":67},"ECE":{"size":22,"gpa":3.165502628163506,"topShare":51.66541549824097,"count":48.5}},"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"ECE":{"size":27,"gpa":3.2587548172943666,"topShare":57.4110194229183,"count":42}},"1124":{"school":{"size":821,"gpa":3.406589342026613,"topShare":66.35774230127205,"count":67},"ECE":{"size":22,"gpa":3.2619273221601444,"topShare":56.5536768995059,"count":60.5}},"1134":{"school":{"size":852,"gpa":3.4138934207568203,"topShare":66.35946578182744,"count":66},"ECE":{"size":26,"gpa":3.3422063178165016,"topShare":62.38776016208119,"count":69}},"1144":{"school":{"size":878,"gpa":3.4092443327803017,"topShare":65.95978235963416,"count":64},"ECE":{"size":29,"gpa":3.3963570521991486,"topShare":65.23099367558979,"count":59}},"1154":{"school":{"size":935,"gpa":3.4282378385810093,"topShare":67.66674668721691,"count":63},"ECE":{"size":31,"gpa":3.3403984750469933,"topShare":63.036290719914646,"count":63}},"1164":{"school":{"size":965,"gpa":3.46491230798535,"topShare":69.92376287143657,"count":68},"ECE":{"size":32,"gpa":3.3387002225789923,"topShare":63.627072447149246,"count":83.5}},"1184":{"school":{"size":1010,"gpa":3.47925290354517,"topShare":70.86270937115944,"count":68},"ECE":{"size":34,"gpa":3.4797837203421706,"topShare":70.14653057475711,"count":84.5}},"1194":{"school":{"size":1040,"gpa":3.4906527436719808,"topShare":71.74728845515045,"count":67},"ECE":{"size":36,"gpa":3.5139370942069434,"topShare":73.58293880609176,"count":77}},"1204":{"school":{"size":1012,"gpa":3.703747431523761,"topShare":84.59811226304916,"count":65.5},"ECE":{"size":34,"gpa":3.7346193271517083,"topShare":86.80502962000203,"count":73.5}},"1224":{"school":{"size":1171,"gpa":3.5627882428500937,"topShare":76.37271640560496,"count":64},"ECE":{"size":43,"gpa":3.493101515836076,"topShare":71.87667215876023,"count":78}},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"ECE":{"size":44,"gpa":3.5595929340853747,"topShare":76.26079811550397,"count":74}},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"ECE":{"size":41,"gpa":3.5162416044524014,"topShare":73.72561877957347,"count":82}}}}},"instructorTrends":[{"uid":"instructor_89a977ba8f4a3a9d16333939","name":"VENKATA VENKATARAMANAN","count":130,"terms":[{"term":"1072","count":9,"sections":3,"gpa":4},{"term":"1092","count":9,"sections":3,"gpa":4},{"term":"1102","count":20,"sections":2,"gpa":3.9},{"term":"1112","count":11,"sections":2,"gpa":3.5454545454545454},{"term":"1124","count":34,"sections":2,"gpa":3.823529411764706},{"term":"1134","count":8,"sections":1,"gpa":4},{"term":"1144","count":8,"sections":1,"gpa":4},{"term":"1184","count":13,"sections":1,"gpa":4},{"term":"1194","count":9,"sections":1,"gpa":4},{"term":"1262","count":9,"sections":1,"gpa":4}]},{"uid":"instructor_d95c2d379051fc3dd30fd448","name":"DOMINIC GROSS","count":32,"terms":[{"term":"1204","count":8,"sections":1,"gpa":3.75},{"term":"1224","count":12,"sections":1,"gpa":3.9166666666666665},{"term":"1252","count":12,"sections":1,"gpa":3.5833333333333335}]},{"uid":"instructor_6b4d05761afb1965cca25070","name":"BULENT SARLIOGLU","count":19,"terms":[{"term":"1154","count":19,"sections":1,"gpa":3.8157894736842106}]},{"uid":"instructor_f4497834d4467951f1d1fb35","name":"PATRICIO MENDOZA ARAYA","count":14,"terms":[{"term":"1102","count":14,"sections":1,"gpa":3.857142857142857}]}],"following":[],"projection":null}}