{"schema_version":1,"url":"https://uwcourses.com/instructors/GURMAIL_SINGH","title":"Gurmail Singh — Courses & Reviews | 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":{"instructor":{"instructor_uid":"instructor_5394499ae5a131961f7fff09","source":"enrollment","source_instructor_id":"gsingh58","identity_basis":"netid","identity_status":"source_identified","name":"Gurmail Singh","email":"GURMAIL.SINGH@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":71,"quality":2.99,"difficulty":2.85,"quality_count":71,"difficulty_count":71,"profile_id":"rmp:2831641","source_url":"https://www.ratemyprofessors.com/professor/2831641","match_basis":"exact_name","observed_at":"2026-09-07 16:37:52.682667+00:00","courses":{"course_1dae8ec78980ea57dc44f5c9":{"review_count":50,"quality":3.36,"difficulty":2.7,"quality_count":50,"difficulty_count":50},"course_834bc468ca49d8090d0f211f":{"review_count":20,"quality":2.15,"difficulty":3.2,"quality_count":20,"difficulty_count":20}},"bayesian_quality":3.1371836886915596,"prior_mean":3.6596857835465957,"prior_weight":20},"current":true,"courses":[{"course_uid":"course_1dae8ec78980ea57dc44f5c9","course_id":"COMPSCI 320","title":"DATA SCIENCE PROGRAMMING II","credits_min":4,"credits_max":4,"gpa":3.587}],"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","instructor_url":"/instructors/GURMAIL_SINGH"},"history":[{"term":"1272","course_uid":"course_1dae8ec78980ea57dc44f5c9","course_id":"COMPSCI 320","title":"DATA SCIENCE PROGRAMMING II"}],"timeline":[{"term":"1272","courses":1}],"term":"1272","courses":[{"course_uid":"course_1dae8ec78980ea57dc44f5c9","course_id":"COMPSCI 320","title":"DATA SCIENCE PROGRAMMING II","credits_min":4,"credits_max":4,"gpa":3.587,"badges":[{"id":"lecture-size","label":"Large lectures","tone":"neutral","evidence":"Fall 2026: median 196 enrolled students across 2 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/COMPSCI_320#schedule"}]}],"description":"COMPSCI 320 teaches intermediate data science programming in Python, covering data structures, reproducibility, and machine learning techniques.","discovery":{"term":"1272","offered":true,"history":{"counts":[2343,743,526,127,71,35,44],"count":3889,"gpa":3.611468243764464,"topShare":79.35201851375675,"firstTerm":"1224","lastTerm":"1264"},"instructors":[{"course_uid":"course_1dae8ec78980ea57dc44f5c9","uid":"instructor_5394499ae5a131961f7fff09","name":"Gurmail Singh","quality":3.1371836886915596,"quality_count":71,"instructor_url":"/instructors/GURMAIL_SINGH"}],"instructorHistory":{"counts":[0,0,0,0,0,0,0],"count":0,"gpa":null,"topShare":null},"courseComparison":{"counts":[0,0,0,0,0,0,0],"count":0,"gpa":null,"topShare":null},"claim":{"citations":[{"instructor_name":"Gurmail Singh","review_date":"2024-05-02 23:07:49 +0000 UTC","review_id":"b396f8717b3346bd256ac68a","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2831641","source_review_id":"UmF0aW5nLTM5Mjg3Mzky","source_url":"https://www.ratemyprofessors.com/professor/2831641","type":"review"},{"instructor_name":"Gurmail Singh","review_date":"2025-01-16 20:31:08 +0000 UTC","review_id":"0cc1df17e9d36adaf2a6eb07","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2831641","source_review_id":"UmF0aW5nLTQwNTYyMjMy","source_url":"https://www.ratemyprofessors.com/professor/2831641","type":"review"},{"instructor_name":"Gurmail Singh","review_date":"2025-08-07 16:02:57 +0000 UTC","review_id":"ed7ef7c504c48ed1c160e30b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2831641","source_review_id":"UmF0aW5nLTQxNTU1NTYy","source_url":"https://www.ratemyprofessors.com/professor/2831641","type":"review"},{"instructor_name":"Gurmail Singh","review_date":"2026-01-10 19:35:13 +0000 UTC","review_id":"57bac91dc85430849eddc8d2","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2831641","source_review_id":"UmF0aW5nLTQyNDcyNzcz","source_url":"https://www.ratemyprofessors.com/professor/2831641","type":"review"}],"text":"Gurmail Singh is described as caring, reachable, and easy to talk to, with students recommending him highly. Reviewers note his grading is fair and simple, often facilitated by generous extra credit opportunities on exams and assignments."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1dae8ec78980ea57dc44f5c9-0.json"]}}],"reviews":{"items":[{"observed_at":"2026-09-07 16:37:52.682667+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQzMDYxMDc2","source_instructor_id":"rmp:2831641","instructor_name":"Gurmail Singh","course_label":"CS320","course_id":"COMPSCI 320","course_uid":"course_1dae8ec78980ea57dc44f5c9","review_date":"2026-05-07 17:44:47 +0000 UTC","comment":"Botted reviews. Need I say more?","source_url":"https://www.ratemyprofessors.com/professor/2831641","quality_rating":1,"difficulty_rating":5},{"observed_at":"2026-09-07 16:37:52.682667+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyOTk1NjI3","source_instructor_id":"rmp:2831641","instructor_name":"Gurmail Singh","course_label":"CS320","course_id":"COMPSCI 320","course_uid":"course_1dae8ec78980ea57dc44f5c9","review_date":"2026-05-01 16:11:37 +0000 UTC","comment":"He keeps lectures interesting and always breaks concepts down to be as easily understood as possible. Also, very responsive to concerns about quiz questions. Top tier professor.","source_url":"https://www.ratemyprofessors.com/professor/2831641","quality_rating":5,"difficulty_rating":1},{"observed_at":"2026-09-07 16:37:52.682667+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyODk0NjY0","source_instructor_id":"rmp:2831641","instructor_name":"Gurmail Singh","course_label":"CS320","course_id":"COMPSCI 320","course_uid":"course_1dae8ec78980ea57dc44f5c9","review_date":"2026-04-22 00:45:03 +0000 UTC","comment":"Professor Singh is a great professor and is very helpful. His course policies are very accommadating and I learned a lot from the course. ","source_url":"https://www.ratemyprofessors.com/professor/2831641","quality_rating":5,"difficulty_rating":1},{"observed_at":"2026-09-07 16:37:52.682667+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNzkyNTU5","source_instructor_id":"rmp:2831641","instructor_name":"Gurmail Singh","course_label":"CS320","course_id":"COMPSCI 320","course_uid":"course_1dae8ec78980ea57dc44f5c9","review_date":"2026-04-07 18:04:24 +0000 UTC","comment":"I enjoyed being in Gurmail class a lot. This class isnt very hard but if you do struggle, I feel like he is accessible. Just stay on top of lectures and study a bit before exams and you will be fine!","source_url":"https://www.ratemyprofessors.com/professor/2831641","quality_rating":5,"difficulty_rating":3},{"observed_at":"2026-09-07 16:37:52.682667+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNTU1ODY3","source_instructor_id":"rmp:2831641","instructor_name":"Gurmail Singh","course_label":"CS320","course_id":"COMPSCI 320","course_uid":"course_1dae8ec78980ea57dc44f5c9","review_date":"2026-01-27 20:58:14 +0000 UTC","comment":"Gurmail spends considerable time explaining concepts and a decent amount of time outside class to help students. His assignments are easy to understand if you follow the course material, and he is very fair with his grading. I'd recommend that anyone take his class to better grasp Python.","source_url":"https://www.ratemyprofessors.com/professor/2831641","quality_rating":5,"difficulty_rating":3},{"observed_at":"2026-09-07 16:37:52.682667+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNTI2NjE0","source_instructor_id":"rmp:2831641","instructor_name":"Gurmail Singh","course_label":"CS320","course_id":"COMPSCI 320","course_uid":"course_1dae8ec78980ea57dc44f5c9","review_date":"2026-01-21 00:07:21 +0000 UTC","comment":"AMAZING PROF! Will reply even late at night!","source_url":"https://www.ratemyprofessors.com/professor/2831641","quality_rating":5,"difficulty_rating":2}],"total":71,"page":1,"courses":[{"course_uid":"course_834bc468ca49d8090d0f211f","course_id":"COMPSCI 220"},{"course_uid":"course_1dae8ec78980ea57dc44f5c9","course_id":"COMPSCI 320"}],"matched":true},"socialImage":true}}