{"schema_version":1,"url":"https://uwcourses.com/instructors/TIMO_SEPPALAINEN--instructor_5a63e870f9df685854074707","title":"Timo Seppalainen — Courses & Reviews | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"85abe9ff8837c2c5a134368dcc4cfc85eb723524b21ddeb3d2e953887d2f0c8f","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-11T07:45:51.576183+00:00","courses":8951,"current_instructors":5754,"limited":false,"terms":["1272","1264","1262","1254","1252","1244","1242","1234","1232","1224","1222","1212","1204","1202","1194","1192","1184","1182","1174","1172","1164","1162","1154","1152","1144","1142","1134","1132","1124","1122","1114","1112","1104","1102","1094","1092","1084","1082","1074","1072"],"term":"1272","departments":[{"subject":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null,"site_commit":null},"data":{"instructor":{"instructor_uid":"instructor_5a63e870f9df685854074707","source":"legacy","source_instructor_id":null,"identity_basis":"name_only","identity_status":"unresolved","name":"Timo Seppalainen","email":"SEPPALAI@MATH.WISC.EDU","first_observed_at":"2025-07-13 04:59:22.367394+00:00","last_observed_at":"2025-11-16 05:32:31.273726+00:00","ratings":{"review_count":22,"quality":5,"difficulty":3.32,"quality_count":22,"difficulty_count":22,"profile_id":"rmp:1006782","source_url":"https://www.ratemyprofessors.com/professor/1006782","match_basis":"exact_name","observed_at":"2026-09-07 16:01:48.471263+00:00","courses":{"course_b533f0f6b5fef2c11c4fa06c":{"review_count":2,"quality":5,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_c602622d732dbbc9aceeeddf":{"review_count":6,"quality":5,"difficulty":3.33,"quality_count":6,"difficulty_count":6},"course_dcdb624e3fb8cbaf9a557ab9":{"review_count":13,"quality":5,"difficulty":3.46,"quality_count":13,"difficulty_count":13},"course_364c50303ed83d1234b4ea51":{"review_count":1,"quality":5,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":4.361755135022189,"prior_mean":3.6596857835465957,"prior_weight":20},"current":false,"courses":[],"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","instructor_url":"/instructors/TIMO_SEPPALAINEN--instructor_5a63e870f9df685854074707"},"history":[],"timeline":[],"term":"1272","courses":[],"reviews":{"items":[{"observed_at":"2026-09-07 16:01:48.471263+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQwNjM0MTEy","source_instructor_id":"rmp:1006782","instructor_name":"Timo Seppalainen","course_label":"Math733","course_id":"MATH/STAT 733","course_uid":"course_b533f0f6b5fef2c11c4fa06c","review_date":"2025-02-03 18:58:42 +0000 UTC","comment":"Absolutely the best instructor I've seen in UW. Super clear in explaining concepts and giving proofs. ","source_url":"https://www.ratemyprofessors.com/professor/1006782","quality_rating":5,"difficulty_rating":3},{"observed_at":"2026-09-07 16:01:48.471263+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQwMzA5NTcw","source_instructor_id":"rmp:1006782","instructor_name":"Timo Seppalainen","course_label":"Math733","course_id":"MATH/STAT 733","course_uid":"course_b533f0f6b5fef2c11c4fa06c","review_date":"2024-12-15 18:58:11 +0000 UTC","comment":"Timo is one of the best lecturers and instructors in the department. ","source_url":"https://www.ratemyprofessors.com/professor/1006782","quality_rating":5,"difficulty_rating":3},{"observed_at":"2026-09-07 16:01:48.471263+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTQwMjAyMTgz","source_instructor_id":"rmp:1006782","instructor_name":"Timo Seppalainen","course_label":"MATH632","course_id":"ISYE/MATH/OTM/STAT 632","course_uid":"course_c602622d732dbbc9aceeeddf","review_date":"2024-12-10 20:43:07 +0000 UTC","comment":"The best Prof ever. I wish he taught all courses.","source_url":"https://www.ratemyprofessors.com/professor/1006782","quality_rating":5,"difficulty_rating":5},{"observed_at":"2026-09-07 16:01:48.471263+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTMzMzkxMjk2","source_instructor_id":"rmp:1006782","instructor_name":"Timo Seppalainen","course_label":"MATH632","course_id":"ISYE/MATH/OTM/STAT 632","course_uid":"course_c602622d732dbbc9aceeeddf","review_date":"2020-05-31 00:34:14 +0000 UTC","comment":"Professor Seppalaninen is a great professor who cares deeply for his students and makes difficult concepts easy for students to understand. He also is very accommodating, as he had several formulas for determining the course grade and went with whatever one gave you the highest grade. One of the best professors to take for such difficult material","source_url":"https://www.ratemyprofessors.com/professor/1006782","quality_rating":5,"difficulty_rating":4},{"observed_at":"2026-09-07 16:01:48.471263+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTMzMDU2OTkz","source_instructor_id":"rmp:1006782","instructor_name":"Timo Seppalainen","course_label":"MATH632","course_id":"ISYE/MATH/OTM/STAT 632","course_uid":"course_c602622d732dbbc9aceeeddf","review_date":"2020-04-14 04:52:25 +0000 UTC","comment":"Super professional instructor who explains why the mathematical results discussed in class are important, and how they fit into the greater context of measure theory and other areas of mathematics, but keeps the required material in the scope of the class and its prerequisites.","source_url":"https://www.ratemyprofessors.com/professor/1006782","quality_rating":5,"difficulty_rating":3},{"observed_at":"2026-09-07 16:01:48.471263+00:00","run_id":"20260907T155543-ce3781c4","source_review_id":"UmF0aW5nLTMxNDM2OTcy","source_instructor_id":"rmp:1006782","instructor_name":"Timo Seppalainen","course_label":"MATH632","course_id":"ISYE/MATH/OTM/STAT 632","course_uid":"course_c602622d732dbbc9aceeeddf","review_date":"2019-03-14 17:11:41 +0000 UTC","comment":"Timo is a good guy and a great teacher. He makes complicated topics very accessible to students who have no analysis background. The homework can be very challenging and take a while, but you only get about 10 of them. The best thing is that the homework is way harder than the exams. So, if you really take time with the hw, you barely need to study","source_url":"https://www.ratemyprofessors.com/professor/1006782","quality_rating":5,"difficulty_rating":4}],"total":22,"page":1,"courses":[{"course_uid":"course_c602622d732dbbc9aceeeddf","course_id":"ISYE/MATH/OTM/STAT 632"},{"course_uid":"course_364c50303ed83d1234b4ea51","course_id":"MATH 521"},{"course_uid":"course_dcdb624e3fb8cbaf9a557ab9","course_id":"MATH/STAT 431"},{"course_uid":"course_b533f0f6b5fef2c11c4fa06c","course_id":"MATH/STAT 733"}],"matched":true},"socialImage":false}}