# Explore UW–Madison Courses, Grades & Prerequisites | UW Courses [View on UW Courses](https://uwcourses.com/search?instructor=instructor_cde4e8c99f184b699236bc13) ## 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 | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ### deployed at 2026-09-29T16:41:51.134206+00:00 ### site commit 0797c6e67d37df9a62e9e8ab449b0f01a5450089 ## results ### items ```json [ { "course_uid": "course_ef9c9cd4a7d8002288a4cf7c", "course_id": "STAT 333", "title": "APPLIED REGRESSION ANALYSIS", "credits_min": 3, "credits_max": 3, "gpa": 3.448, "badges": [ { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.31 GPA across 56 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.", "sources": [ { "label": "Grade history and sources", "href": "/courses/STAT_333#grades" } ] } ], "description": "Applied Regression Analysis covers linear regression for prediction and interpretation, including feature selection, assumption checking, and extensions like mixed and generalized linear models using R.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 234, 68, 49, 21, 12, 1, 2 ], "count": 387, "gpa": 3.6136950904392764, "topShare": 78.0361757105943, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_ef9c9cd4a7d8002288a4cf7c", "uid": "instructor_14607eb27b812bbc66c895e8", "name": "Karl Rohe", "quality": 2.7601758419350246, "quality_count": 58, "instructor_url": "/instructors/KARL_ROHE" }, { "course_uid": "course_ef9c9cd4a7d8002288a4cf7c", "uid": "instructor_5ade280258f009efa9dd4f71", "name": "Jingyang Lyu", "quality": null, "quality_count": null, "instructor_url": "/instructors/JINGYANG_LYU" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Karl Rohe", "review_date": "2013-06-09 17:50:59 +0000 UTC", "review_id": "8d552d102b5968381716a742", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1801396", "source_review_id": "UmF0aW5nLTIxODc3MzYz", "source_url": "https://www.ratemyprofessors.com/professor/1801396", "type": "review" }, { "instructor_name": "Karl Rohe", "review_date": "2018-01-12 10:35:13 +0000 UTC", "review_id": "6f97203a2523876ca48a05df", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1801396", "source_review_id": "UmF0aW5nLTI5NDQxOTgz", "source_url": "https://www.ratemyprofessors.com/professor/1801396", "type": "review" }, { "instructor_name": "Karl Rohe", "review_date": "2024-04-22 22:12:50 +0000 UTC", "review_id": "1f2d50173ab7db59c3737b52", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1801396", "source_review_id": "UmF0aW5nLTM5MTQzNjcy", "source_url": "https://www.ratemyprofessors.com/professor/1801396", "type": "review" }, { "instructor_name": "Karl Rohe", "review_date": "2025-12-29 12:53:56 +0000 UTC", "review_id": "b865efb7950a1192b105d63c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1801396", "source_review_id": "UmF0aW5nLTQyNDEyNjQy", "source_url": "https://www.ratemyprofessors.com/professor/1801396", "type": "review" } ], "text": "Weekly homework is described as long and unrelated to lectures, while the final project is considered very important and strictly graded. Students report dealing with shifting deadlines and vague test questions that rely on the professor's interpretation." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_ef9c9cd4a7d8002288a4cf7c-0.json" ] } }, { "course_uid": "course_31fb5b7b6bf20ca63e33bd46", "course_id": "STAT 371", "title": "INTRODUCTORY APPLIED STATISTICS FOR THE LIFE SCIENCES", "credits_min": 3, "credits_max": 3, "gpa": 3.133, "badges": [ { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 2.87 GPA across 503 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. 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John Davis reported short homework, whereas Cecile Ane assigned a heavy group project and required extra practice. Vivak Patel's course was noted as highly difficult." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_31fb5b7b6bf20ca63e33bd46-0.json" ] } }, { "course_uid": "course_3c746e3add116a6aa2b49441", "course_id": "STAT 424", "title": "STATISTICAL EXPERIMENTAL DESIGN", "credits_min": 3, "credits_max": 3, "gpa": 3.445, "badges": [], "description": "STAT 424 introduces statistical experimental design, covering randomization, blocking, factorial designs, and response surface methodology with engineering applications.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 246, 137, 117, 19, 12, 7, 4 ], "count": 542, "gpa": 3.492619926199262, "topShare": 70.66420664206642, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_3c746e3add116a6aa2b49441", "uid": "instructor_6b47f9ea3905d1d59a4cca56", "name": "Peter Chien", "quality": 3.3756240966034707, "quality_count": 18, "instructor_url": "/instructors/PETER_CHIEN" }, { "course_uid": "course_3c746e3add116a6aa2b49441", "uid": "instructor_7c09a6e12ebca1077051d727", "name": "Sifan Tao", "quality": null, "quality_count": null, "instructor_url": "/instructors/SIFAN_TAO" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Peter Chien", "review_date": "2019-12-15 19:48:08 +0000 UTC", "review_id": "a0b1e22e48955fa4f7801e83", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2359490", "source_review_id": "UmF0aW5nLTMyNjY3ODgw", "source_url": "https://www.ratemyprofessors.com/professor/2359490", "type": "review" }, { "instructor_name": "Peter Chien", "review_date": "2026-05-07 03:46:17 +0000 UTC", "review_id": "9fb774e9b769f89f39a0617c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2359490", "source_review_id": "UmF0aW5nLTQzMDU1ODEw", "source_url": "https://www.ratemyprofessors.com/professor/2359490", "type": "review" } ], "text": "Workload involves writing R code for homework, while exams are often predictable and similar to practice problems, though self-study via the textbook is recommended." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_3c746e3add116a6aa2b49441-0.json" ] } }, { "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "course_id": "STAT 601", "title": "STATISTICAL METHODS I", "credits_min": 4, "credits_max": 4, "gpa": 3.597, "badges": [ { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 11 enrolled students across 1 recorded lecture section. 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/STAT_601#schedule" } ] } ], "description": "STAT 601 provides a thorough grounding in modern statistical methods, covering data collection, exploration, probability, and analysis.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 74, 95, 33, 5, 0, 0, 2 ], "count": 209, "gpa": 3.54066985645933, "topShare": 80.86124401913875, "firstTerm": "1224", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "uid": "instructor_57e3055a3befc3631e23de96", "name": "Wei-Yin Loh", "quality": 3.63803899252118, "quality_count": 24, "instructor_url": "/instructors/WEI-YIN_LOH" }, { "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "uid": "instructor_acf8ea3a47c16b77ced1f232", "name": "Zhihao Zhao", "quality": null, "quality_count": null, "instructor_url": "/instructors/ZHIHAO_ZHAO" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Vivak Patel", "review_date": "2022-01-11 16:32:51 +0000 UTC", "review_id": "93ec73a134279ef2d299c73e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM1NzM1NDk4", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2022-02-23 02:08:26 +0000 UTC", "review_id": "9c8d9bedd34c97329176a3c5", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM1ODc1Mzk3", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2024-08-21 05:17:49 +0000 UTC", "review_id": "9b8ef7235c7a6f16ebe05abf", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM5Njk2NDgz", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" } ], "text": "Historical reviews of Vivak Patel: Reviewers describe a heavy workload with difficult projects and expect students to do significant independent work, noting that graduate-level rigor requires hard work." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0cdbe47e9cba33b1c1a28e66-0.json" ] } } ] ``` ### total 4 ### page 1 ### kind course ### q ### term 1272 ### availability offered ### filters #### instructor instructor\_cde4e8c99f184b699236bc13 ## discovery Filtered true