{"schema_version":1,"url":"https://uwcourses.com/courses/COMPSCI_ECE_763","title":"COMPSCI/ECE 763: Trustworthy Artificial Intelligence | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T23:19:01.870283+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,"site_commit":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"c7a8422717c36211df050e13dfa57e136c79a7d757799037205308b8c9ce4775","course_id":"COMPSCI/ECE 763","course_uid":"course_d824bc76d129a20a49869bb7","catalog_version_id":"d6bd67899edb081c771e456fa9ad9c3af1c17926ccbfac08127a896a0e6a3a99","course_number":763,"subjects":["COMPSCI","ECE"],"title":"TRUSTWORTHY ARTIFICIAL INTELLIGENCE","description":"Explore security and privacy aspects of trustworthy artificial intelligence.  Three core subjects will be considered: differential privacy and algorithmic fairness; adversarial machine learning; and end-to-end trustworthy systems. A selection of more advanced topics may be covered such as additional notions of privacy, language-based security, and robust optimization. Knowledge of probability/statistics (such as MATH  431), cryptography (such as MATH  435), security (such asCOMP SCI 642), and modern machine learning (such asM E/​COMP SCI/​E C E  539or540) is required.","requirements_text":"Graduate/professional standing","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"aebed4b1d4ab34b9d834556b51e5a440a1974669e83126abdddc7b849f22e376","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"This course explores security and privacy in trustworthy AI, covering differential privacy, algorithmic fairness, adversarial machine learning, and end-to-end trustworthy systems.","llm_topics":["Differential privacy and algorithmic fairness","Adversarial machine learning","End-to-end trustworthy systems","Advanced privacy, language-based security, and robust optimization"],"llm_skills":["Security and privacy analysis of AI systems.","Differential privacy, algorithmic fairness, adversarial machine learning, and trustworthy system design."],"llm_assumed_background":["Probability and statistics, cryptography, information security, and machine learning fundamentals.","Neural networks, AI principles, and probabilistic reasoning."],"llm_search_phrases":["trustworthy AI security","differential privacy course","adversarial machine learning graduate","algorithmic fairness course","secure AI systems"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"5a500dd393e1a09b3f11d2f7ed4ac8f6820c899685898a515bb0cf5f770ac522","course_id":"COMPSCI/ECE 763","current_instructors":[],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":false,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"COMPSCI/ECE 763","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"724af661-cb55-3a2b-aaff-8d3969081707","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1212","type":"grade"},{"course_id":"COMPSCI/ECE 763","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"724af661-cb55-3a2b-aaff-8d3969081707","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"},{"course_id":"COMPSCI/ECE 763","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"724af661-cb55-3a2b-aaff-8d3969081707","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Fall 2020: 3.60 GPA, 75.0% A/AB (n=36 letter grades); Spring 2024: 3.90 GPA, 100.0% A/AB (n=21 letter grades); Spring 2026: 3.95 GPA, 100.0% A/AB (n=60 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":"Graduate/professional standing","course":null,"evidence":"Graduate/professional standing","id":"n0","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_45c688a832d566f51e913d6d","source":"madgrades","source_instructor_id":"2600012","identity_basis":"source_id","identity_status":"source_identified","name":"WILLIS TOMPKINS","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":3.611,"graded":3015,"counts":[1257,1240,467,41,8,1,1],"sections":127},"instructor_url":"/instructors/WILLIS_TOMPKINS--instructor_45c688a832d566f51e913d6d"},{"instructor_uid":"instructor_667f8a8519e91a6f15c4f62c","source":"madgrades","source_instructor_id":"4896155","identity_basis":"source_id","identity_status":"source_identified","name":"JUSTIN HSU","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":5,"quality":5,"difficulty":4.2,"quality_count":5,"difficulty_count":5,"profile_id":"rmp:2475953","source_url":"https://www.ratemyprofessors.com/professor/2475953","match_basis":"exact_name","observed_at":"2026-09-07 16:29:21.836976+00:00","courses":{"course_72304a5f1ade48d79a193831":{"review_count":5,"quality":5,"difficulty":4.2,"quality_count":5,"difficulty_count":5}},"bayesian_quality":3.9277486268372765,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.586,"graded":157,"counts":[94,24,28,6,1,2,2],"sections":10},"instructor_url":"/instructors/JUSTIN_HSU"},{"instructor_uid":"instructor_bf4a81f6aa7c91dfe31d8633","source":"madgrades","source_instructor_id":"3234525","identity_basis":"source_id","identity_status":"source_identified","name":"SOMESH JHA","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":21,"quality":4.05,"difficulty":3.19,"quality_count":21,"difficulty_count":21,"profile_id":"rmp:981721","source_url":"https://www.ratemyprofessors.com/professor/981721","match_basis":"exact_name","observed_at":"2026-09-07 16:05:21.647929+00:00","courses":{"course_2e71825a82859020279c78b8":{"review_count":20,"quality":4,"difficulty":3.2,"quality_count":20,"difficulty_count":20},"course_20918224366f6bbd226f8ec0":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.859602821242242,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.258,"graded":1507,"counts":[545,302,353,161,90,32,24],"sections":126},"instructor_url":"/instructors/SOMESH_JHA--instructor_bf4a81f6aa7c91dfe31d8633"},{"instructor_uid":"instructor_c80d4117eaf07fc3982dcc32","source":"madgrades","source_instructor_id":"6336037","identity_basis":"source_id","identity_status":"source_identified","name":"SAIKUMAR YADUGIRI","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":3.303,"graded":528,"counts":[209,104,115,54,27,10,9],"sections":6},"instructor_url":"/instructors/SAIKUMAR_YADUGIRI"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 763","course_uid":"course_d824bc76d129a20a49869bb7","term_id":"1084","term_name":"Spring 2008","instructors":["Willis Tompkins"],"a":4,"ab":5,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":9,"source_aliases":["COMPSCI/ECE 763"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 763","course_uid":"course_d824bc76d129a20a49869bb7","term_id":"1104","term_name":"Spring 2010","instructors":["Willis Tompkins"],"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":["COMPSCI/ECE 763"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 763","course_uid":"course_d824bc76d129a20a49869bb7","term_id":"1202","term_name":"Fall 2019","instructors":["JUSTIN HSU"],"a":13,"ab":4,"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":23,"source_aliases":["COMPSCI 763","COMPSCI/ECE 763"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 763","course_uid":"course_d824bc76d129a20a49869bb7","term_id":"1212","term_name":"Fall 2020","instructors":["JUSTIN HSU"],"a":16,"ab":11,"b":9,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":37,"source_aliases":["COMPSCI 763","COMPSCI/ECE 763"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 763","course_uid":"course_d824bc76d129a20a49869bb7","term_id":"1244","term_name":"Spring 2024","instructors":["SOMESH JHA","Somesh Jha"],"a":17,"ab":4,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":1,"no_work":0,"not_reported":0,"other":0,"total":22,"source_aliases":["COMPSCI 763","COMPSCI/ECE 763"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 763","course_uid":"course_d824bc76d129a20a49869bb7","term_id":"1264","term_name":"Spring 2026","instructors":["SAIKUMAR YADUGIRI","Somesh Jha"],"a":54,"ab":6,"b":0,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":60,"source_aliases":["COMPSCI/ECE 763"]}],"statistics":{"gpa":3.804,"graded":158,"counts":[113,30,13,2,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d824bc76d129a20a49869bb7-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d824bc76d129a20a49869bb7-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d824bc76d129a20a49869bb7-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.8037974683544302,"count":158,"university":{"size":3463,"gpaPercentile":64,"countPercentile":68,"medianCount":90,"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":14,"current":false},{"range":"2.8–3.2","count":304,"current":false},{"range":"3.2–3.6","count":1027,"current":false},{"range":"3.6–4.0","count":2118,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":89,"gpaPercentile":66,"countPercentile":52,"medianCount":150,"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":29,"current":false},{"range":"3.6–4.0","count":46,"current":true}]}},{"subject":"ECE","comparison":{"size":90,"gpaPercentile":78,"countPercentile":64,"medianCount":104,"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":35,"current":false},{"range":"3.6–4.0","count":45,"current":true}]}}]},"terms":{"1084":{"term":"1084","gpa":3.7222222222222223,"count":9,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1104":{"term":"1104","gpa":4,"count":9,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1202":{"term":"1202","gpa":3.608695652173913,"count":23,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1212":{"term":"1212","gpa":3.5972222222222223,"count":36,"university":{"size":1111,"gpaPercentile":45,"countPercentile":13,"medianCount":68,"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":4,"current":false},{"range":"2.8–3.2","count":159,"current":false},{"range":"3.2–3.6","count":337,"current":true},{"range":"3.6–4.0","count":611,"current":false}]},"departments":[{"subject":"COMPSCI","comparison":{"size":42,"gpaPercentile":66,"countPercentile":5,"medianCount":96,"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":12,"current":false},{"range":"3.2–3.6","count":16,"current":true},{"range":"3.6–4.0","count":14,"current":false}]}},{"subject":"ECE","comparison":{"size":41,"gpaPercentile":58,"countPercentile":15,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":5,"current":false},{"range":"3.2–3.6","count":19,"current":true},{"range":"3.6–4.0","count":17,"current":false}]}}]},"1244":{"term":"1244","gpa":3.9047619047619047,"count":21,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1264":{"term":"1264","gpa":3.95,"count":60,"university":{"size":1283,"gpaPercentile":87,"countPercentile":45,"medianCount":66,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":20,"current":false},{"range":"2.8–3.2","count":130,"current":false},{"range":"3.2–3.6","count":343,"current":false},{"range":"3.6–4.0","count":789,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":48,"gpaPercentile":91,"countPercentile":23,"medianCount":105.5,"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":1,"current":false},{"range":"2.8–3.2","count":7,"current":false},{"range":"3.2–3.6","count":21,"current":false},{"range":"3.6–4.0","count":19,"current":true}]}},{"subject":"ECE","comparison":{"size":45,"gpaPercentile":91,"countPercentile":43,"medianCount":73,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":4,"current":false},{"range":"3.2–3.6","count":15,"current":false},{"range":"3.6–4.0","count":25,"current":true}]}}]}},"benchmarks":{"all":{"school":{"size":3463,"gpa":3.640736148085393,"topShare":80.63928455018923,"count":90},"COMPSCI":{"size":89,"gpa":3.572365971011779,"topShare":77.08029934565313,"count":150},"ECE":{"size":90,"gpa":3.5671394643276586,"topShare":76.80229093248565,"count":104}},"terms":{"1084":{"school":{"size":720,"gpa":3.3670742938849725,"topShare":63.42064564712246,"count":70},"COMPSCI":{"size":14,"gpa":3.144553029581605,"topShare":50.3940565180559,"count":59},"ECE":{"size":16,"gpa":3.0875185917763455,"topShare":46.018020594418786,"count":47.5}},"1104":{"school":{"size":793,"gpa":3.384661458923085,"topShare":64.6614752434143,"count":66},"COMPSCI":{"size":22,"gpa":3.200534462173063,"topShare":56.78409435721555,"count":51.5},"ECE":{"size":18,"gpa":3.0763591673236226,"topShare":47.17040644572389,"count":55.5}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"COMPSCI":{"size":41,"gpa":3.3598624373657553,"topShare":65.26544910639922,"count":91},"ECE":{"size":37,"gpa":3.4499953407109865,"topShare":70.66752329901533,"count":78}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"COMPSCI":{"size":42,"gpa":3.450396020252364,"topShare":69.90950224603134,"count":96},"ECE":{"size":41,"gpa":3.5390420098740205,"topShare":74.4144228117487,"count":66}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"COMPSCI":{"size":46,"gpa":3.477413782571094,"topShare":70.8725394264854,"count":116},"ECE":{"size":38,"gpa":3.554019248602149,"topShare":75.22296238620345,"count":83.5}},"1264":{"school":{"size":1283,"gpa":3.6229729166451925,"topShare":80.13669149396227,"count":66},"COMPSCI":{"size":48,"gpa":3.5022746140005943,"topShare":73.13318776233326,"count":105.5},"ECE":{"size":45,"gpa":3.5814138447018746,"topShare":77.53027985486403,"count":73}}}}},"instructorTrends":[{"uid":"instructor_bf4a81f6aa7c91dfe31d8633","name":"SOMESH JHA","count":81,"terms":[{"term":"1244","count":21,"sections":1,"gpa":3.9047619047619047},{"term":"1264","count":60,"sections":1,"gpa":3.95}]},{"uid":"instructor_c80d4117eaf07fc3982dcc32","name":"SAIKUMAR YADUGIRI","count":60,"terms":[{"term":"1264","count":60,"sections":1,"gpa":3.95}]},{"uid":"instructor_667f8a8519e91a6f15c4f62c","name":"JUSTIN HSU","count":59,"terms":[{"term":"1202","count":23,"sections":1,"gpa":3.608695652173913},{"term":"1212","count":36,"sections":1,"gpa":3.5972222222222223}]},{"uid":"instructor_45c688a832d566f51e913d6d","name":"WILLIS TOMPKINS","count":18,"terms":[{"term":"1084","count":9,"sections":1,"gpa":3.7222222222222223},{"term":"1104","count":9,"sections":1,"gpa":4}]}],"following":[],"projection":null}}