{"schema_version":1,"url":"https://uwcourses.com/instructors/SEBASTIEN_ROCH--instructor_a19b17502e85c5e433a5c53f","title":"SEBASTIEN ROCH — Courses & Reviews | UW–Madison","dataset":{"search_projection":{"version":1,"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"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"8","projection_id":"7eb94c60c31fe3d8ae732986b7f3d069e1345ae92fd6239119e63b9d2461969d","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-10-01T19:10:41.241229+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}],"designations":[],"deployed_at":null,"site_commit":null},"data":{"instructor":{"instructor_uid":"instructor_a19b17502e85c5e433a5c53f","source":"madgrades","source_instructor_id":"5110390","identity_basis":"source_id","identity_status":"source_identified","name":"SEBASTIEN ROCH","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":12,"quality":2.33,"difficulty":4.08,"quality_count":12,"difficulty_count":12,"profile_id":"rmp:1781624","source_url":"https://www.ratemyprofessors.com/professor/1781624","match_basis":"exact_name","observed_at":"2026-09-07 16:06:27.124670+00:00","courses":{"course_85a2851be919e3db46f0fbc1":{"review_count":5,"quality":2.8,"difficulty":3.2,"quality_count":5,"difficulty_count":5},"course_c602622d732dbbc9aceeeddf":{"review_count":2,"quality":4,"difficulty":4,"quality_count":2,"difficulty_count":2},"course_b533f0f6b5fef2c11c4fa06c":{"review_count":1,"quality":2,"difficulty":5,"quality_count":1,"difficulty_count":1},"course_6c15cc3b45a4c19a3ad6a2cd":{"review_count":4,"quality":1,"difficulty":5,"quality_count":4,"difficulty_count":4}},"bayesian_quality":3.1610536147166224,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.329,"graded":1102,"counts":[561,89,248,44,111,37,12],"sections":52},"current":false,"courses":[],"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","instructor_url":"/instructors/SEBASTIEN_ROCH--instructor_a19b17502e85c5e433a5c53f"},"history":[{"term":"1264","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1262","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1254","course_uid":"course_2e0053b739243eda32fb0fc2","course_id":"MATH 345","title":"LINEAR ALGEBRA AND OPTIMIZATION"},{"term":"1254","course_uid":"course_85a2851be919e3db46f0fbc1","course_id":"MATH 535","title":"MATHEMATICAL METHODS IN DATA SCIENCE"},{"term":"1254","course_uid":"course_c52d222c08a1555849504114","course_id":"MATH 682","title":"SENIOR HONORS THESIS"},{"term":"1254","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1252","course_uid":"course_64d13a0af427315fce8f2740","course_id":"MATH 681","title":"SENIOR HONORS THESIS"},{"term":"1252","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1244","course_uid":"course_85a2851be919e3db46f0fbc1","course_id":"MATH 535","title":"MATHEMATICAL METHODS IN DATA SCIENCE"},{"term":"1244","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1242","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1242","course_uid":"course_34813ad8a06d723b51c96f60","course_id":"MATH/STAT 833","title":"TOPICS IN THE THEORY OF PROBABILITY"},{"term":"1234","course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"term":"1234","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1232","course_uid":"course_b151d42dad875eb5e7e721b9","course_id":"MATH 490","title":"UNDERGRADUATE SEMINAR"},{"term":"1232","course_uid":"course_85a2851be919e3db46f0fbc1","course_id":"MATH 535","title":"MATHEMATICAL METHODS IN DATA SCIENCE"},{"term":"1232","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1224","course_uid":"course_b151d42dad875eb5e7e721b9","course_id":"MATH 490","title":"UNDERGRADUATE SEMINAR"},{"term":"1224","course_uid":"course_85a2851be919e3db46f0fbc1","course_id":"MATH 535","title":"MATHEMATICAL METHODS IN DATA SCIENCE"},{"term":"1224","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1222","course_uid":"course_41d1928ddf8536080547d0f0","course_id":"ECE/MATH/STAT 888","title":"TOPICS IN MATHEMATICAL DATA SCIENCE"},{"term":"1222","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1212","course_uid":"course_85a2851be919e3db46f0fbc1","course_id":"MATH 535","title":"MATHEMATICAL METHODS IN DATA SCIENCE"},{"term":"1212","course_uid":"course_34813ad8a06d723b51c96f60","course_id":"MATH/STAT 833","title":"TOPICS IN THE THEORY OF PROBABILITY"},{"term":"1204","course_uid":"course_85a2851be919e3db46f0fbc1","course_id":"MATH 535","title":"MATHEMATICAL METHODS IN DATA SCIENCE"},{"term":"1204","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1202","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1202","course_uid":"course_dcdb624e3fb8cbaf9a557ab9","course_id":"MATH/STAT 431","title":"INTRODUCTION TO THE THEORY OF PROBABILITY"},{"term":"1194","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1184","course_uid":"course_436b4b4087325a19ccd87bd6","course_id":"MATH/STAT 734","title":"THEORY OF PROBABILITY II"},{"term":"1182","course_uid":"course_dcdb624e3fb8cbaf9a557ab9","course_id":"MATH/STAT 431","title":"INTRODUCTION TO THE THEORY OF PROBABILITY"},{"term":"1182","course_uid":"course_34813ad8a06d723b51c96f60","course_id":"MATH/STAT 833","title":"TOPICS IN THE THEORY OF PROBABILITY"},{"term":"1172","course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"term":"1172","course_uid":"course_01a16b5311010cfe0f48754c","course_id":"MATH 990","title":"READING AND RESEARCH"},{"term":"1164","course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"term":"1162","course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"term":"1154","course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"term":"1152","course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"term":"1152","course_uid":"course_34813ad8a06d723b51c96f60","course_id":"MATH/STAT 833","title":"TOPICS IN THE THEORY OF PROBABILITY"},{"term":"1142","course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632","title":"INTRODUCTION TO STOCHASTIC PROCESSES"},{"term":"1142","course_uid":"course_5d5f3a3f185baf9eaaa98221","course_id":"MATH 331","title":"INTRODUCTORY PROBABILITY"},{"term":"1142","course_uid":"course_b533f0f6b5fef2c11c4fa06c","course_id":"MATH/STAT 733","title":"THEORY OF PROBABILITY I"},{"term":"1132","course_uid":"course_6c15cc3b45a4c19a3ad6a2cd","course_id":"MATH 213","title":"SURVEY OF CALCULUS 2"},{"term":"1132","course_uid":"course_34813ad8a06d723b51c96f60","course_id":"MATH/STAT 833","title":"TOPICS IN THE THEORY OF PROBABILITY"}],"timeline":[{"term":"1132","courses":2},{"term":"1142","courses":3},{"term":"1152","courses":2},{"term":"1154","courses":1},{"term":"1162","courses":1},{"term":"1164","courses":1},{"term":"1172","courses":2},{"term":"1182","courses":2},{"term":"1184","courses":1},{"term":"1194","courses":1},{"term":"1202","courses":2},{"term":"1204","courses":2},{"term":"1212","courses":2},{"term":"1222","courses":2},{"term":"1224","courses":3},{"term":"1232","courses":3},{"term":"1234","courses":2},{"term":"1242","courses":2},{"term":"1244","courses":2},{"term":"1252","courses":2},{"term":"1254","courses":4},{"term":"1262","courses":1},{"term":"1264","courses":1}],"term":"1272","courses":[],"reviews":{"items":[{"observed_at":"2026-09-07 16:06:27.124670+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQxMzAzMzU4","source_instructor_id":"rmp:1781624","instructor_name":"Sebastien Roch","course_label":"MATH535","course_id":"MATH 535","course_uid":"course_85a2851be919e3db46f0fbc1","review_date":"2025-05-16 14:45:19 +0000 UTC","comment":"All MATH535 lecture material comes from an online textbook written by Dr. Roch himself. Attendance is measured using TopHat (full credit for attending at least half the classes). He's a pretty good lecturer, focusing on the most important topics and leaving time for questions. If you attend class, scoring well on the exams isn't too hard.","source_url":"https://www.ratemyprofessors.com/professor/1781624","quality_rating":4,"difficulty_rating":3},{"observed_at":"2026-09-07 16:06:27.124670+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTM5MjE0MjY5","source_instructor_id":"rmp:1781624","instructor_name":"Sebastien Roch","course_label":"MATH535","course_id":"MATH 535","course_uid":"course_85a2851be919e3db46f0fbc1","review_date":"2024-04-19 22:18:16 +0000 UTC","comment":"I don't understand these reviews, Sebastien is amazing at teaching. He has a deep understanding of the material, gives easy exams, helpful outside of class. ","source_url":"https://www.ratemyprofessors.com/professor/1781624","quality_rating":5,"difficulty_rating":2},{"observed_at":"2026-09-07 16:06:27.124670+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTM5MTU4Nzc0","source_instructor_id":"rmp:1781624","instructor_name":"Sebastien Roch","course_label":"MATH535","course_id":"MATH 535","course_uid":"course_85a2851be919e3db46f0fbc1","review_date":"2024-04-11 21:21:56 +0000 UTC","comment":"A great way instructing things and letting student know Math is not the thing. Super \"rigorous\" and quite confusing, and so could possibly make the topic complicated to a level that is not appropriate for this level of class.","source_url":"https://www.ratemyprofessors.com/professor/1781624","quality_rating":1,"difficulty_rating":5},{"observed_at":"2026-09-07 16:06:27.124670+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTM2ODU3OTU0","source_instructor_id":"rmp:1781624","instructor_name":"Sebastien Roch","course_label":"MATH535","course_id":"MATH 535","course_uid":"course_85a2851be919e3db46f0fbc1","review_date":"2022-11-17 21:32:53 +0000 UTC","comment":"He is not good at teaching but he is very willing to help and his lecture notes are very good for self-learning. So it's okay to take class with him if you are a good self-learner.","source_url":"https://www.ratemyprofessors.com/professor/1781624","quality_rating":3,"difficulty_rating":2},{"observed_at":"2026-09-07 16:06:27.124670+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTM2ODI4NDY0","source_instructor_id":"rmp:1781624","instructor_name":"Sebastien Roch","course_label":"MATH535","course_id":"MATH 535","course_uid":"course_85a2851be919e3db46f0fbc1","review_date":"2022-11-14 18:43:13 +0000 UTC","comment":"I don't know what Prof. Roch is talking about, he can introduce a hundred theorems with little to no explanations,    let alone give examples. HW is also challenging, you should take care yourself and learn by yourself.","source_url":"https://www.ratemyprofessors.com/professor/1781624","quality_rating":1,"difficulty_rating":4},{"observed_at":"2026-09-07 16:06:27.124670+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTI3NjExMzU5","source_instructor_id":"rmp:1781624","instructor_name":"Sebastien Roch","course_label":"MATH632","course_id":"ISYE/MATH/OTM/STAT 632","course_uid":"course_c602622d732dbbc9aceeeddf","review_date":"2016-12-23 12:29:47 +0000 UTC","comment":"Math 632 is a hard course as it. Although Roch taught the class clearly he sometimes went fast. The lectures are proof heavy while the homeworks and tests are not. There are no solutions to homeoworks posted except for the quiz questions based on the homeowork. The exams are intended to be very difficult and require you to think beyond homework.","source_url":"https://www.ratemyprofessors.com/professor/1781624","quality_rating":3,"difficulty_rating":5}],"total":12,"page":1,"courses":[{"course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632"},{"course_uid":"course_6c15cc3b45a4c19a3ad6a2cd","course_id":"MATH 213"},{"course_uid":"course_85a2851be919e3db46f0fbc1","course_id":"MATH 535"},{"course_uid":"course_b533f0f6b5fef2c11c4fa06c","course_id":"MATH/STAT 733"}],"matched":true},"socialImage":false}}