{"schema_version":1,"url":"https://uwcourses.com/courses/ECE_436","title":"ECE 436: Communication Systems I | 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":"2d20ebad74c6fb0d8e5af4b6a49d733d89fe1186107bf6e6252e3e63eeecefde","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","catalog_version_id":"ccec6db25ecbd598567b235a547ac711016d605ec5e6a7ce283070765685866e","course_number":436,"subjects":["ECE"],"title":"COMMUNICATION SYSTEMS I","description":"Amplitude, frequency, pulse, and pulse-code modulation. Narrow-band noise representation and signal-to-noise ratios for various modulation schemes. Pulse shaping, timing recovery, carrier synchronization, and equalization. Sampling, quantization and coding.","requirements_text":"(E C E 203or330), graduate/professional standing, or member of Engineering Guest Students","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:320:006375"],"llm_job_id":"enrich-f516c4d3e82cfe326b4f5f54","llm_output_id":"54ba0b2c81dc751a78abbac10005ded94fb3b8a75b51cd9df4baa65866383ef0","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Communication Systems I covers modulation, noise analysis, synchronization, and sampling techniques.","llm_topics":["Modulation schemes (AM, FM, PM, PCM)","Noise representation and SNR","Pulse shaping and synchronization","Sampling and quantization"],"llm_skills":["Understanding various modulation schemes including AM, FM, PM, and PCM.","Analyzing noise impact and signal-to-noise ratios in communication systems.","Implementing pulse shaping, timing recovery, carrier synchronization, and equalization techniques.","Applying sampling, quantization, and coding principles."],"llm_assumed_background":["Foundational knowledge in signals, information theory, and system analysis via Fourier and Laplace transforms."],"llm_search_phrases":["communication systems modulation","signal processing Fourier transform","ECE 436 communication theory","amplitude frequency modulation","pulse code modulation"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"4d4c293cc5d52f0981a0534809ac2cebe8475d694e68f8d464ff5ec785d51701","course_id":"ECE 436","current_instructors":[{"instructor_uid":"instructor_17ad9703a339fc48f01aeb0e","message":null,"name":"Paul Milenkovic","review_status":"supported","rmp_instructor_id":"rmp:131224","summary":[{"citations":[{"instructor_name":"Paul Milenkovic","review_date":"2020-09-08 16:41:15 +0000 UTC","review_id":"56a5bbf23f219eff18619118","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzNjM0NzUy","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2020-10-25 18:00:22 +0000 UTC","review_id":"90228e76cd51212eb6b50d1c","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzNzMyMjQ3","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2020-12-08 05:29:53 +0000 UTC","review_id":"c91c3445c48bca9180124df5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzOTgxNjI0","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"}],"text":"Paul Milenkovic is accessible and generous, with students appreciating his willingness to help. However, his lectures are described as dry and his notes as disorganized, though some find the textbook sufficient to follow."},{"citations":[{"instructor_name":"Paul Milenkovic","review_date":"2020-12-13 22:18:56 +0000 UTC","review_id":"c23c84721b36bc5ce94f47c5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM0MDU3MzM1","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2022-01-23 18:50:11 +0000 UTC","review_id":"d6dcdf038077118385e637b8","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM1Nzg2ODgx","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2025-11-06 21:41:56 +0000 UTC","review_id":"0c980c4ff1f8cfc2ca3e3621","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTQxODE5MDAw","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"}],"text":"The final project and Java DSP software cause mixed reactions. Reviewers report confusion over project requirements, while others find the software itself difficult to use and hindering to learning."},{"citations":[{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2023: 3.59 GPA, 68.8% A/AB (n=16 letter grades); Fall 2024: 3.50 GPA, 81.2% A/AB (n=32 letter grades); Fall 2025: 3.65 GPA, 83.3% A/AB (n=30 letter grades)."}]}],"difficulty_workload":[{"citations":[{"instructor_name":"Paul Milenkovic","review_date":"2020-12-13 22:18:56 +0000 UTC","review_id":"c23c84721b36bc5ce94f47c5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM0MDU3MzM1","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2022-01-23 18:50:11 +0000 UTC","review_id":"d6dcdf038077118385e637b8","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM1Nzg2ODgx","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2025-11-06 21:41:56 +0000 UTC","review_id":"0c980c4ff1f8cfc2ca3e3621","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTQxODE5MDAw","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"}],"text":"The final project and required Java DSP software are frequently cited as confusing and difficult to navigate."}],"errors":[],"historical_context":[],"message":null,"offered":true,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Paul Milenkovic","review_date":"2020-09-08 16:41:15 +0000 UTC","review_id":"56a5bbf23f219eff18619118","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzNjM0NzUy","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2020-10-25 18:00:22 +0000 UTC","review_id":"90228e76cd51212eb6b50d1c","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzNzMyMjQ3","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2020-12-08 05:29:53 +0000 UTC","review_id":"c91c3445c48bca9180124df5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzOTgxNjI0","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2020-12-13 22:18:56 +0000 UTC","review_id":"c23c84721b36bc5ce94f47c5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM0MDU3MzM1","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2022-01-23 18:50:11 +0000 UTC","review_id":"d6dcdf038077118385e637b8","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM1Nzg2ODgx","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2023-03-08 20:44:36 +0000 UTC","review_id":"366a6a5a3d8e243f7b45a115","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM3NDg5NTY4","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2025-11-06 21:41:56 +0000 UTC","review_id":"0c980c4ff1f8cfc2ca3e3621","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTQxODE5MDAw","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"}],"text":"Paul Milenkovic is consistently described as accessible and helpful, though reviews diverge sharply on his teaching effectiveness and course materials."},{"citations":[{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1242","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2023: 3.59 GPA, 68.8% A/AB (n=16 letter grades); Fall 2024: 3.50 GPA, 81.2% A/AB (n=32 letter grades); Fall 2025: 3.65 GPA, 83.3% A/AB (n=30 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Paul Milenkovic","review_date":"2020-10-25 18:00:22 +0000 UTC","review_id":"90228e76cd51212eb6b50d1c","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzNzMyMjQ3","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2020-12-08 05:29:53 +0000 UTC","review_id":"c91c3445c48bca9180124df5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTMzOTgxNjI0","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"},{"instructor_name":"Paul Milenkovic","review_date":"2022-01-23 18:50:11 +0000 UTC","review_id":"d6dcdf038077118385e637b8","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:131224","source_review_id":"UmF0aW5nLTM1Nzg2ODgx","source_url":"https://www.ratemyprofessors.com/professor/131224","type":"review"}],"text":"Lectures are often criticized as dry or confusing, but students note that office hours and email support are reliable resources."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1122","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1132","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1232","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"ECE 436","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","source_record":{"entity_id":"c7ed524b-8bc9-30d8-bff5-38c956ffd47b","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"PAUL MILENKOVIC is recorded teaching in Fall 2011, Fall 2012, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3"],"condition":null,"course":null,"evidence":"(E C E 203or330), graduate/professional standing, or member of Engineering Guest Students","id":"n0","kind":"any"},{"children":[],"condition":null,"course":{"course_number":203,"minimum_grade":null,"subjects":["ECE"],"timing":"prior"},"evidence":"E C E 203","id":"n1","kind":"course"},{"children":[],"condition":null,"course":{"course_number":330,"minimum_grade":null,"subjects":["ECE"],"timing":"prior"},"evidence":"330","id":"n2","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":"n3","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_17ad9703a339fc48f01aeb0e","source":"enrollment","source_instructor_id":"phmilenk","identity_basis":"netid","identity_status":"source_identified","name":"Paul Milenkovic","email":"MILENKOVIC@ENGR.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":63,"quality":2.27,"difficulty":3.25,"quality_count":63,"difficulty_count":63,"profile_id":"rmp:131224","source_url":"https://www.ratemyprofessors.com/professor/131224","match_basis":"exact_name","observed_at":"2026-09-07 16:12:24.146478+00:00","courses":{"course_4bab507174f00d6393e58c91":{"review_count":7,"quality":3.43,"difficulty":3.29,"quality_count":7,"difficulty_count":7},"course_ab2f16c586da4b0250af474f":{"review_count":48,"quality":2.04,"difficulty":3.21,"quality_count":48,"difficulty_count":48},"course_34f87beaf42d9c5ae4559375":{"review_count":1,"quality":1,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_236b13facc1d300e22cc9b1e":{"review_count":1,"quality":1,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_e4907bcab45d27b295e30076":{"review_count":4,"quality":2.75,"difficulty":3,"quality_count":4,"difficulty_count":4},"course_8634dde81cc95f6c58014087":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.604864044228095,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAUL_MILENKOVIC"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:320:006375","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1272","source_course_id":"006375","source_subject_id":"320","title":"Communication Systems I","credits_min":3,"credits_max":3,"typically_offered":"Fall"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:19330","term_id":"1272","source_section_id":"19330","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":48,"enrolled":27,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"instructor_uid":"instructor_dc664e0cacd0061fd1d53121","source":"madgrades","source_instructor_id":"1155785","identity_basis":"source_id","identity_status":"source_identified","name":"AKBAR SAYEED","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":2,"quality":4.5,"difficulty":3,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:319743","source_url":"https://www.ratemyprofessors.com/professor/319743","match_basis":"exact_name","observed_at":"2026-09-07 16:57:21.743361+00:00","courses":{"course_1d414842d040e66d0ee9e2ac":{"review_count":1,"quality":5,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_c6592733bd6855f32188cfa7":{"review_count":1,"quality":4,"difficulty":4,"quality_count":1,"difficulty_count":1}},"bayesian_quality":3.7360779850423596,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.179,"graded":257,"counts":[78,59,50,45,14,8,3],"sections":76},"instructor_url":"/instructors/AKBAR_SAYEED"},{"instructor_uid":"instructor_d6225ce16dbb1a6bb32b467e","source":"madgrades","source_instructor_id":"2601863","identity_basis":"source_id","identity_status":"source_identified","name":"PAUL MILENKOVIC","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":63,"quality":2.27,"difficulty":3.25,"quality_count":63,"difficulty_count":63,"profile_id":"rmp:131224","source_url":"https://www.ratemyprofessors.com/professor/131224","match_basis":"exact_name","observed_at":"2026-09-07 16:12:24.146478+00:00","courses":{"course_4bab507174f00d6393e58c91":{"review_count":7,"quality":3.43,"difficulty":3.29,"quality_count":7,"difficulty_count":7},"course_ab2f16c586da4b0250af474f":{"review_count":48,"quality":2.04,"difficulty":3.21,"quality_count":48,"difficulty_count":48},"course_34f87beaf42d9c5ae4559375":{"review_count":1,"quality":1,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_236b13facc1d300e22cc9b1e":{"review_count":1,"quality":1,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_e4907bcab45d27b295e30076":{"review_count":4,"quality":2.75,"difficulty":3,"quality_count":4,"difficulty_count":4},"course_8634dde81cc95f6c58014087":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.604864044228095,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.206,"graded":3918,"counts":[1068,597,1596,310,306,25,16],"sections":91},"instructor_url":"/instructors/PAUL_MILENKOVIC--instructor_d6225ce16dbb1a6bb32b467e"},{"instructor_uid":"instructor_17ad9703a339fc48f01aeb0e","source":"enrollment","source_instructor_id":"phmilenk","identity_basis":"netid","identity_status":"source_identified","name":"Paul Milenkovic","email":"MILENKOVIC@ENGR.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":63,"quality":2.27,"difficulty":3.25,"quality_count":63,"difficulty_count":63,"profile_id":"rmp:131224","source_url":"https://www.ratemyprofessors.com/professor/131224","match_basis":"exact_name","observed_at":"2026-09-07 16:12:24.146478+00:00","courses":{"course_4bab507174f00d6393e58c91":{"review_count":7,"quality":3.43,"difficulty":3.29,"quality_count":7,"difficulty_count":7},"course_ab2f16c586da4b0250af474f":{"review_count":48,"quality":2.04,"difficulty":3.21,"quality_count":48,"difficulty_count":48},"course_34f87beaf42d9c5ae4559375":{"review_count":1,"quality":1,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_236b13facc1d300e22cc9b1e":{"review_count":1,"quality":1,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_e4907bcab45d27b295e30076":{"review_count":4,"quality":2.75,"difficulty":3,"quality_count":4,"difficulty_count":4},"course_8634dde81cc95f6c58014087":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.604864044228095,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/PAUL_MILENKOVIC"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1072","term_name":"Fall 2006","instructors":["AKBAR SAYEED"],"a":6,"ab":4,"b":3,"bc":5,"c":1,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":19,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1082","term_name":"Fall 2007","instructors":["AKBAR SAYEED"],"a":2,"ab":4,"b":2,"bc":5,"c":0,"d":1,"f":2,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":16,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1092","term_name":"Fall 2008","instructors":["AKBAR SAYEED"],"a":3,"ab":2,"b":1,"bc":2,"c":2,"d":1,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":11,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1102","term_name":"Fall 2009","instructors":["AKBAR SAYEED"],"a":3,"ab":2,"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":7,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1112","term_name":"Fall 2010","instructors":["AKBAR SAYEED"],"a":4,"ab":4,"b":2,"bc":0,"c":2,"d":1,"f":0,"satisfactory":1,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":14,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1122","term_name":"Fall 2011","instructors":["Paul Milenkovic"],"a":2,"ab":1,"b":2,"bc":1,"c":1,"d":3,"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 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1132","term_name":"Fall 2012","instructors":["Paul Milenkovic"],"a":6,"ab":1,"b":5,"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 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1152","term_name":"Fall 2014","instructors":["AKBAR SAYEED"],"a":2,"ab":2,"b":2,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":6,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1162","term_name":"Fall 2015","instructors":["AKBAR SAYEED"],"a":4,"ab":1,"b":5,"bc":4,"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 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1172","term_name":"Fall 2016","instructors":["AKBAR SAYEED"],"a":4,"ab":2,"b":1,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":1,"other":0,"total":9,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1192","term_name":"Fall 2018","instructors":["Paul Milenkovic"],"a":11,"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":13,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1202","term_name":"Fall 2019","instructors":["Paul Milenkovic"],"a":5,"ab":6,"b":2,"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":14,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1212","term_name":"Fall 2020","instructors":["Paul Milenkovic"],"a":12,"ab":6,"b":4,"bc":0,"c":1,"d":1,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":25,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1222","term_name":"Fall 2021","instructors":["Paul Milenkovic"],"a":9,"ab":3,"b":13,"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":25,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1232","term_name":"Fall 2022","instructors":["Paul Milenkovic"],"a":12,"ab":12,"b":6,"bc":4,"c":1,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":36,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1242","term_name":"Fall 2023","instructors":["Paul Milenkovic"],"a":8,"ab":3,"b":5,"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":16,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1252","term_name":"Fall 2024","instructors":["Paul Milenkovic"],"a":18,"ab":8,"b":1,"bc":2,"c":2,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":32,"source_aliases":["ECE 436"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE 436","course_uid":"course_4bab507174f00d6393e58c91","term_id":"1262","term_name":"Fall 2025","instructors":["Paul Milenkovic"],"a":16,"ab":9,"b":3,"bc":2,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":30,"source_aliases":["ECE 436"]}],"statistics":{"gpa":3.363,"graded":306,"counts":[127,72,59,26,10,7,5]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_4bab507174f00d6393e58c91-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_4bab507174f00d6393e58c91-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_4bab507174f00d6393e58c91-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_4bab507174f00d6393e58c91-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_4bab507174f00d6393e58c91-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.3627450980392157,"count":306,"university":{"size":4076,"gpaPercentile":16,"countPercentile":64,"medianCount":180,"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":9,"current":false},{"range":"2.8–3.2","count":315,"current":false},{"range":"3.2–3.6","count":1159,"current":true},{"range":"3.6–4.0","count":2593,"current":false}]},"departments":[{"subject":"ECE","comparison":{"size":103,"gpaPercentile":23,"countPercentile":55,"medianCount":246,"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":13,"current":false},{"range":"3.2–3.6","count":41,"current":true},{"range":"3.6–4.0","count":49,"current":false}]}}]},"terms":{"1072":{"term":"1072","gpa":3.236842105263158,"count":19,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1082":{"term":"1082","gpa":2.59375,"count":16,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1092":{"term":"1092","gpa":2.909090909090909,"count":11,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1102":{"term":"1102","gpa":3.5714285714285716,"count":7,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1112":{"term":"1112","gpa":3.1538461538461537,"count":13,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1122":{"term":"1122","gpa":2.5,"count":10,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1132":{"term":"1132","gpa":3.5416666666666665,"count":12,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1152":{"term":"1152","gpa":3.5,"count":6,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1162":{"term":"1162","gpa":3.1785714285714284,"count":14,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1172":{"term":"1172","gpa":3.5625,"count":8,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1192":{"term":"1192","gpa":3.923076923076923,"count":13,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1202":{"term":"1202","gpa":3.6153846153846154,"count":13,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1212":{"term":"1212","gpa":3.36,"count":25,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1222":{"term":"1222","gpa":3.42,"count":25,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1232":{"term":"1232","gpa":3.3333333333333335,"count":36,"university":{"size":1216,"gpaPercentile":24,"countPercentile":14,"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":2,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":174,"current":false},{"range":"3.2–3.6","count":356,"current":true},{"range":"3.6–4.0","count":670,"current":false}]},"departments":[{"subject":"ECE","comparison":{"size":44,"gpaPercentile":40,"countPercentile":16,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":10,"current":false},{"range":"3.2–3.6","count":16,"current":true},{"range":"3.6–4.0","count":17,"current":false}]}}]},"1242":{"term":"1242","gpa":3.59375,"count":16,"university":null,"departments":[{"subject":"ECE","comparison":null}]},"1252":{"term":"1252","gpa":3.5,"count":32,"university":{"size":1333,"gpaPercentile":32,"countPercentile":5,"medianCount":69,"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":115,"current":false},{"range":"3.2–3.6","count":431,"current":true},{"range":"3.6–4.0","count":773,"current":false}]},"departments":[{"subject":"ECE","comparison":{"size":44,"gpaPercentile":42,"countPercentile":5,"medianCount":74,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":4,"current":false},{"range":"3.2–3.6","count":23,"current":true},{"range":"3.6–4.0","count":17,"current":false}]}}]},"1262":{"term":"1262","gpa":3.65,"count":30,"university":{"size":1320,"gpaPercentile":45,"countPercentile":0,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":8,"current":false},{"range":"2.8–3.2","count":133,"current":false},{"range":"3.2–3.6","count":381,"current":false},{"range":"3.6–4.0","count":797,"current":true}]},"departments":[{"subject":"ECE","comparison":{"size":41,"gpaPercentile":68,"countPercentile":0,"medianCount":82,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":8,"current":false},{"range":"3.2–3.6","count":17,"current":false},{"range":"3.6–4.0","count":16,"current":true}]}}]}},"benchmarks":{"all":{"school":{"size":4076,"gpa":3.655969553883817,"topShare":81.64781620146265,"count":180},"ECE":{"size":103,"gpa":3.5562560689954394,"topShare":75.67819412389998,"count":246}},"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}},"1122":{"school":{"size":804,"gpa":3.3737149752667013,"topShare":63.65118790117902,"count":70},"ECE":{"size":25,"gpa":3.270248107160397,"topShare":57.95297253539389,"count":49}},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"ECE":{"size":31,"gpa":3.341669205733449,"topShare":60.24866562304859,"count":53}},"1152":{"school":{"size":918,"gpa":3.408733538594633,"topShare":66.06693005846735,"count":65},"ECE":{"size":30,"gpa":3.3140597882926164,"topShare":61.06564628590848,"count":62}},"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"ECE":{"size":32,"gpa":3.319518625747047,"topShare":59.51472818692325,"count":68}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"ECE":{"size":35,"gpa":3.3883507843058354,"topShare":63.7905998393372,"count":72}},"1192":{"school":{"size":1077,"gpa":3.50327634323125,"topShare":72.44641925727845,"count":67},"ECE":{"size":38,"gpa":3.447533461703932,"topShare":70.3070826404184,"count":77}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"ECE":{"size":37,"gpa":3.4499953407109865,"topShare":70.66752329901533,"count":78}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"ECE":{"size":41,"gpa":3.5390420098740205,"topShare":74.4144228117487,"count":66}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"ECE":{"size":41,"gpa":3.502469130958549,"topShare":72.06914460291064,"count":70}},"1232":{"school":{"size":1216,"gpa":3.575457431972425,"topShare":77.33712216234007,"count":66},"ECE":{"size":44,"gpa":3.4583903966894223,"topShare":70.01102622146537,"count":70}},"1242":{"school":{"size":1295,"gpa":3.595302892737449,"topShare":78.36291889885307,"count":67},"ECE":{"size":41,"gpa":3.4916867437115484,"topShare":71.95296745580877,"count":83}},"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_d6225ce16dbb1a6bb32b467e","name":"PAUL MILENKOVIC","count":212,"terms":[{"term":"1122","count":10,"sections":1,"gpa":2.5},{"term":"1132","count":12,"sections":1,"gpa":3.5416666666666665},{"term":"1192","count":13,"sections":1,"gpa":3.923076923076923},{"term":"1202","count":13,"sections":1,"gpa":3.6153846153846154},{"term":"1212","count":25,"sections":1,"gpa":3.36},{"term":"1222","count":25,"sections":1,"gpa":3.42},{"term":"1232","count":36,"sections":1,"gpa":3.3333333333333335},{"term":"1242","count":16,"sections":1,"gpa":3.59375},{"term":"1252","count":32,"sections":1,"gpa":3.5},{"term":"1262","count":30,"sections":1,"gpa":3.65}]},{"uid":"instructor_dc664e0cacd0061fd1d53121","name":"AKBAR SAYEED","count":94,"terms":[{"term":"1072","count":19,"sections":1,"gpa":3.236842105263158},{"term":"1082","count":16,"sections":1,"gpa":2.59375},{"term":"1092","count":11,"sections":1,"gpa":2.909090909090909},{"term":"1102","count":7,"sections":1,"gpa":3.5714285714285716},{"term":"1112","count":13,"sections":1,"gpa":3.1538461538461537},{"term":"1152","count":6,"sections":1,"gpa":3.5},{"term":"1162","count":14,"sections":1,"gpa":3.1785714285714284},{"term":"1172","count":8,"sections":1,"gpa":3.5625}]}],"following":[],"projection":null}}