{"schema_version":1,"url":"https://uwcourses.com/instructors/BIPIN_KARUNAKARAN","title":"Bipin Karunakaran — 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_5a6dda7663ea51b03455e19d","source":"enrollment","source_instructor_id":"bkarunakaran","identity_basis":"netid","identity_status":"source_identified","name":"Bipin Karunakaran","email":"BIPIN.KARUNAKARAN@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":8,"quality":3.5,"difficulty":2.62,"quality_count":8,"difficulty_count":8,"profile_id":"rmp:3009325","source_url":"https://www.ratemyprofessors.com/professor/3009325","match_basis":"exact_name","observed_at":"2026-09-07 16:51:44.388395+00:00","courses":{"course_568bb2af4f28391287f8904e":{"review_count":1,"quality":5,"difficulty":3,"quality_count":1,"difficulty_count":1},"course_02d7a8ec033448f8518d0cd4":{"review_count":7,"quality":3.29,"difficulty":2.57,"quality_count":7,"difficulty_count":7}},"bayesian_quality":3.614061273961854,"prior_mean":3.6596857835465957,"prior_weight":20},"current":true,"courses":[{"course_uid":"course_02d7a8ec033448f8518d0cd4","course_id":"GENBUS 308","title":"CLOUD ANALYTICS AND ARTIFICIAL INTELLIGENCE TOOLS FOR BUSINESS","credits_min":2,"credits_max":2,"gpa":3.808},{"course_uid":"course_91226fe69e5101ac4eb0c7e0","course_id":"GENBUS 780","title":"CLOUD TECHNOLOGY FOR BUSINESS ANALYTICS","credits_min":1,"credits_max":1,"gpa":3.915},{"course_uid":"course_c36076e72d40718317ed09c5","course_id":"INFOSYS 322","title":"INTRODUCTION TO DATABASES","credits_min":3,"credits_max":3,"gpa":3.592}],"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","instructor_url":"/instructors/BIPIN_KARUNAKARAN"},"history":[{"term":"1272","course_uid":"course_02d7a8ec033448f8518d0cd4","course_id":"GENBUS 308","title":"CLOUD ANALYTICS AND ARTIFICIAL INTELLIGENCE TOOLS FOR BUSINESS"},{"term":"1272","course_uid":"course_91226fe69e5101ac4eb0c7e0","course_id":"GENBUS 780","title":"CLOUD TECHNOLOGY FOR BUSINESS ANALYTICS"},{"term":"1272","course_uid":"course_c36076e72d40718317ed09c5","course_id":"INFOSYS 322","title":"INTRODUCTION TO DATABASES"}],"timeline":[{"term":"1272","courses":3}],"term":"1272","courses":[{"course_uid":"course_02d7a8ec033448f8518d0cd4","course_id":"GENBUS 308","title":"CLOUD ANALYTICS AND ARTIFICIAL INTELLIGENCE TOOLS FOR BUSINESS","credits_min":2,"credits_max":2,"gpa":3.808,"badges":[],"description":"GENBUS 308 teaches students to apply statistics and data literacy to business problems using cloud-based analytics and AI tools.","discovery":{"term":"1272","offered":true,"history":{"counts":[202,24,21,1,3,0,2],"count":253,"gpa":3.808300395256917,"topShare":89.32806324110672,"firstTerm":"1244","lastTerm":"1264"},"instructors":[{"course_uid":"course_02d7a8ec033448f8518d0cd4","uid":"instructor_5a6dda7663ea51b03455e19d","name":"Bipin Karunakaran","quality":3.614061273961854,"quality_count":8,"instructor_url":"/instructors/BIPIN_KARUNAKARAN"}],"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":"Bipin Karunakaran","review_date":"2025-11-20 14:21:59 +0000 UTC","review_id":"0dd59af79b213dd582b3c83e","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3009325","source_review_id":"UmF0aW5nLTQxOTEyODkz","source_url":"https://www.ratemyprofessors.com/professor/3009325","type":"review"},{"instructor_name":"Bipin Karunakaran","review_date":"2026-03-19 15:31:34 +0000 UTC","review_id":"be91752957e4b11d1c436210","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3009325","source_review_id":"UmF0aW5nLTQyNzE1Mzkz","source_url":"https://www.ratemyprofessors.com/professor/3009325","type":"review"},{"instructor_name":"Bipin Karunakaran","review_date":"2026-05-03 23:14:40 +0000 UTC","review_id":"7d617332e311d74e3f3d8a24","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3009325","source_review_id":"UmF0aW5nLTQzMDEyNDMw","source_url":"https://www.ratemyprofessors.com/professor/3009325","type":"review"}],"text":"Bipin Karunakaran is described as unorganized with confusing code and sidetracking lectures, leading to student frustration. Some reviewers found his quizzes unpredictable and heavily weighted, while others noted he is a tech-focused instructor rather than a polished lecturer."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_02d7a8ec033448f8518d0cd4-0.json"]}},{"course_uid":"course_91226fe69e5101ac4eb0c7e0","course_id":"GENBUS 780","title":"CLOUD TECHNOLOGY FOR BUSINESS ANALYTICS","credits_min":1,"credits_max":1,"gpa":3.915,"badges":[{"id":"lecture-size","label":"Small lectures","tone":"neutral","evidence":"Fall 2026: median 22 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/GENBUS_780#schedule"}]}],"description":"GENBUS 780 teaches cloud technology for business analytics, covering data analysis, machine learning, and data pipelines.","discovery":{"term":"1272","offered":true,"history":{"counts":[373,22,12,2,3,1,0],"count":413,"gpa":3.9152542372881354,"topShare":95.64164648910412,"firstTerm":"1232","lastTerm":"1262"},"instructors":[{"course_uid":"course_91226fe69e5101ac4eb0c7e0","uid":"instructor_5a6dda7663ea51b03455e19d","name":"Bipin Karunakaran","quality":3.614061273961854,"quality_count":8,"instructor_url":"/instructors/BIPIN_KARUNAKARAN"}],"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":null,"reviewFiles":[]}},{"course_uid":"course_c36076e72d40718317ed09c5","course_id":"INFOSYS 322","title":"INTRODUCTION TO DATABASES","credits_min":3,"credits_max":3,"gpa":3.592,"badges":[],"description":"Introduction to database management systems focusing on relational databases, SQL, and data visualization for business.","discovery":{"term":"1272","offered":true,"history":{"counts":[230,135,85,15,6,2,0],"count":473,"gpa":3.5919661733615222,"topShare":77.16701902748414,"firstTerm":"1242","lastTerm":"1264"},"instructors":[{"course_uid":"course_c36076e72d40718317ed09c5","uid":"instructor_5a6dda7663ea51b03455e19d","name":"Bipin Karunakaran","quality":3.614061273961854,"quality_count":8,"instructor_url":"/instructors/BIPIN_KARUNAKARAN"},{"course_uid":"course_c36076e72d40718317ed09c5","uid":"instructor_2d69196a8807e1bdda68b80b","name":"Yash Babar","quality":null,"quality_count":null,"instructor_url":"/instructors/YASH_BABAR"}],"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":[{"course_id":"INFOSYS 322","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","source_record":{"entity_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"},{"course_id":"INFOSYS 322","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","source_record":{"entity_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1254","type":"grade"},{"course_id":"INFOSYS 322","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","source_record":{"entity_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1254","type":"grade"},{"course_id":"INFOSYS 322","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","source_record":{"entity_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"},{"course_id":"INFOSYS 322","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","source_record":{"entity_id":"6eac8530-0c6b-3e63-b5f7-51643b3a345d","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2024: 3.71 GPA, 84.4% A/AB (n=45 letter grades); Spring 2025: 3.58 GPA, 79.8% A/AB (n=84 letter grades); Spring 2026: 3.61 GPA, 77.5% A/AB (n=89 letter grades)."},"reviewFiles":[]}}],"reviews":{"items":[{"observed_at":"2026-09-07 16:51:44.388395+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQzMzczMzQ5","source_instructor_id":"rmp:3009325","instructor_name":"Bipin Karunakaran","course_label":"GENBUS895","course_id":"GENBUS 895","course_uid":"course_568bb2af4f28391287f8904e","review_date":"2026-08-18 16:00:27 +0000 UTC","comment":"The most useful class in the program with the optimal blend of theory and practice, technology and business. The professor was the perfect fit to teach this class - touched on practical aspects of applying analytics to specific business context that other classes glosses over.  Wish he taught more courses in the program.","source_url":"https://www.ratemyprofessors.com/professor/3009325","quality_rating":5,"difficulty_rating":3},{"observed_at":"2026-09-07 16:51:44.388395+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQzMDEyNDMw","source_instructor_id":"rmp:3009325","instructor_name":"Bipin Karunakaran","course_label":"GENBUS308","course_id":"GENBUS 308","course_uid":"course_02d7a8ec033448f8518d0cd4","review_date":"2026-05-03 23:14:40 +0000 UTC","comment":"Not a good lecturer, and your grade was heavily reliant on quizzes that were hard to predict and often included material that was hardly mentioned. ","source_url":"https://www.ratemyprofessors.com/professor/3009325","quality_rating":2,"difficulty_rating":3},{"observed_at":"2026-09-07 16:51:44.388395+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNzgwMzE3","source_instructor_id":"rmp:3009325","instructor_name":"Bipin Karunakaran","course_label":"GENBUS308","course_id":"GENBUS 308","course_uid":"course_02d7a8ec033448f8518d0cd4","review_date":"2026-04-04 18:50:08 +0000 UTC","comment":"Professor Karunakaran is a nice guy. He was caring and his lecture is not test heavy. He really wants students to learn practical skills that can apply to your working area. I would say his lecture and slides are helpful.","source_url":"https://www.ratemyprofessors.com/professor/3009325","quality_rating":5,"difficulty_rating":2},{"observed_at":"2026-09-07 16:51:44.388395+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNzIwNjA3","source_instructor_id":"rmp:3009325","instructor_name":"Bipin Karunakaran","course_label":"GENBUS308","course_id":"GENBUS 308","course_uid":"course_02d7a8ec033448f8518d0cd4","review_date":"2026-03-21 00:48:15 +0000 UTC","comment":"Bipin was friendly and patient with the students. He was very patient, going back through steps that students missed or misunderstood multiple times. He was also always upbeat, he was passionate about data visualization, data analysis, and machine learning / how gen ai will affect our lives, but kept it simple and achievable for the students.","source_url":"https://www.ratemyprofessors.com/professor/3009325","quality_rating":5,"difficulty_rating":3},{"observed_at":"2026-09-07 16:51:44.388395+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNzIwNTgx","source_instructor_id":"rmp:3009325","instructor_name":"Bipin Karunakaran","course_label":"GENBUS308","course_id":"GENBUS 308","course_uid":"course_02d7a8ec033448f8518d0cd4","review_date":"2026-03-21 00:37:48 +0000 UTC","comment":"I really appreciated how hands on the course was, it was fun to actually code, run through machine models, and play around with data. I also appreciated that the professor made it easy to succeed in this course-- hard skills like coding aren't familiar or required for many post business school jobs, so making it easy to succeed in the course.","source_url":"https://www.ratemyprofessors.com/professor/3009325","quality_rating":4,"difficulty_rating":3},{"observed_at":"2026-09-07 16:51:44.388395+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQyNzE1Mzkz","source_instructor_id":"rmp:3009325","instructor_name":"Bipin Karunakaran","course_label":"GENBUS308","course_id":"GENBUS 308","course_uid":"course_02d7a8ec033448f8518d0cd4","review_date":"2026-03-19 15:31:34 +0000 UTC","comment":"This prof is unorganized, his code is random and hard to follow. He's more a tech guy than a good lecturer. The course is overall easy but no way I'll take his course again.","source_url":"https://www.ratemyprofessors.com/professor/3009325","quality_rating":1,"difficulty_rating":3}],"total":8,"page":1,"courses":[{"course_uid":"course_02d7a8ec033448f8518d0cd4","course_id":"GENBUS 308"},{"course_uid":"course_568bb2af4f28391287f8904e","course_id":"GENBUS 895"}],"matched":true},"socialImage":true}}