# Explore UW–Madison Courses, Grades & Prerequisites | UW Courses [View on UW Courses](https://uwcourses.com/search?instructor=instructor_e0fb56b7bae68763eeb2fd33) ## 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 2026-09-30T16:33:46.367120+00:00 ### site commit 0797c6e67d37df9a62e9e8ab449b0f01a5450089 ## results ### items ```json [ { "course_uid": "course_9a1a7bf1933981bcbaca47ac", "course_id": "COMPSCI/MATH 240", "title": "INTRODUCTION TO DISCRETE MATHEMATICS", "credits_min": 3, "credits_max": 3, "gpa": 3.087, "badges": [ { "id": "rated-teacher", "label": "Highly rated instructor", "tone": "positive", "evidence": "Fall 2026: Beck Hasti (4.19/5 adjusted; 138 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.", "sources": [ { "label": "Beck Hasti", "href": "/instructors/BECK_HASTI" } ] }, { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.40 GPA across 413 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/COMPSCI_MATH_240#grades" } ] } ], "description": "Introduction to discrete mathematics covering logic, proofs, sets, functions, and discrete structures like graphs and trees.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 1398, 697, 1354, 676, 385, 105, 60 ], "count": 4675, "gpa": 3.1355080213903745, "topShare": 44.81283422459893, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_9a1a7bf1933981bcbaca47ac", "uid": "instructor_0b59d961a19d99435b2139ea", "name": "Beck Hasti", "quality": 4.192745035891973, "quality_count": 138, "instructor_url": "/instructors/BECK_HASTI" }, { "course_uid": "course_9a1a7bf1933981bcbaca47ac", "uid": "instructor_c665141c0f7a05fb7eb098ac", "name": "Scott Swanson", "quality": 2.14037882776328, "quality_count": 69, "instructor_url": "/instructors/SCOTT_SWANSON" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Beck Hasti", "review_date": "2018-01-17 23:41:16 +0000 UTC", "review_id": "4747f269fd85c114370ff159", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:384064", "source_review_id": "UmF0aW5nLTI5NDcwNjAx", "source_url": "https://www.ratemyprofessors.com/professor/384064", "type": "review" }, { "instructor_name": "Beck Hasti", "review_date": "2019-12-12 04:19:27 +0000 UTC", "review_id": "c77f3907d11b038e3e1c9131", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:384064", "source_review_id": "UmF0aW5nLTMyNjIyNzM0", "source_url": "https://www.ratemyprofessors.com/professor/384064", "type": "review" }, { "instructor_name": "Beck Hasti", "review_date": "2021-12-09 01:51:39 +0000 UTC", "review_id": "e4fdc95a1d86db4f1873c4ff", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:384064", "source_review_id": "UmF0aW5nLTM1NDI5ODA5", "source_url": "https://www.ratemyprofessors.com/professor/384064", "type": "review" }, { "instructor_name": "Beck Hasti", "review_date": "2023-12-28 18:39:41 +0000 UTC", "review_id": "a57b46ddddaf214743372dfb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:384064", "source_review_id": "UmF0aW5nLTM4ODA0NzEz", "source_url": "https://www.ratemyprofessors.com/professor/384064", "type": "review" }, { "instructor_name": "Beck Hasti", "review_date": "2024-12-23 03:16:29 +0000 UTC", "review_id": "6a46a70b7a045b50feb38942", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:384064", "source_review_id": "UmF0aW5nLTQwNDIwMDAy", "source_url": "https://www.ratemyprofessors.com/professor/384064", "type": "review" }, { "instructor_name": "Beck Hasti", "review_date": "2025-12-23 02:53:14 +0000 UTC", "review_id": "906bb73ce3fef155c67a0e57", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:384064", "source_review_id": "UmF0aW5nLTQyMzgwOTM4", "source_url": "https://www.ratemyprofessors.com/professor/384064", "type": "review" } ], "text": "Reviewers describe the course as difficult, citing tough exams, lengthy proofs, and time-consuming homework as the main challenges." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_9a1a7bf1933981bcbaca47ac-0.json" ] } }, { "course_uid": "course_63c43e7ac8225e2773df74d8", "course_id": "COMPSCI/MATH/STAT 475", "title": "INTRODUCTION TO COMBINATORICS", "credits_min": 3, "credits_max": 3, "gpa": 3.101, "badges": [ { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.35 GPA across 63 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/COMPSCI_MATH_STAT_475#grades" } ] }, { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 6 enrolled students across 8 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_MATH_STAT_475#schedule" } ] } ], "description": "Introduction to combinatorics covering enumeration, generating functions, graph theory, and matching problems.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 356, 111, 219, 89, 121, 29, 18 ], "count": 943, "gpa": 3.1420996818663838, "topShare": 49.52279957582185, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_63c43e7ac8225e2773df74d8", "uid": "instructor_3eeb755915088b19ce4d0e3c", "name": "Mitch Keller", "quality": 3.127609046858454, "quality_count": 37, "instructor_url": "/instructors/MITCH_KELLER" }, { "course_uid": "course_63c43e7ac8225e2773df74d8", "uid": "instructor_6f78a52f7684feaea56867f1", "name": "Paul Terwilliger", "quality": 3.070236477085033, "quality_count": 38, "instructor_url": "/instructors/PAUL_TERWILLIGER" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Paul Terwilliger", "review_date": "2012-12-02 20:44:01 +0000 UTC", "review_id": "50267541b1bf7e8ba34bd105", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTIwOTMyNjU5", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2013-02-01 19:13:15 +0000 UTC", "review_id": "f5a96f3686d645553315f1ee", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTIxMzE1MDM1", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2014-12-14 13:43:42 +0000 UTC", "review_id": "a7d35da0b174df35d05777eb", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTI0MDczMTc5", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2016-05-23 12:20:10 +0000 UTC", "review_id": "20e9195c0d89eda312e6e137", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTI2NjM3Mjkw", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2016-12-20 11:29:41 +0000 UTC", "review_id": "a85fe75d9ed401d4cc1774bd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTI3NTc4MTM4", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2018-11-14 16:38:30 +0000 UTC", "review_id": "300d7e9619ea95740798dc9b", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTMwNzI2MzE2", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2022-05-15 17:46:43 +0000 UTC", "review_id": "d92948e85c3642ca153a704a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTM2MzQzMzU5", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2023-02-06 13:58:05 +0000 UTC", "review_id": "1f24843025ebcbcd1e80c0af", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTM3NDEwMDYz", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" }, { "instructor_name": "Mitch Keller", "review_date": "2023-12-19 20:07:49 +0000 UTC", "review_id": "4248010302b4c82698f22dbd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2872701", "source_review_id": "UmF0aW5nLTM4NzQ1MTIx", "source_url": "https://www.ratemyprofessors.com/professor/2872701", "type": "review" }, { "instructor_name": "Paul Terwilliger", "review_date": "2024-05-13 15:33:21 +0000 UTC", "review_id": "770ef5e29842f57bd247e3df", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:952212", "source_review_id": "UmF0aW5nLTM5NDQ5NjA0", "source_url": "https://www.ratemyprofessors.com/professor/952212", "type": "review" } ], "text": "The course is dense and challenging. Homework is feasible but requires reading the textbook, as lectures may not fully explain concepts. Exams often draw directly from the book and previous tests." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_63c43e7ac8225e2773df74d8-0.json" ] } }, { "course_uid": "course_afa56c4f0f23b4593c399ba7", "course_id": "MATH 975", "title": "SEMINAR-THE FOUNDATIONS OF MATHEMATICS", "credits_min": 1, "credits_max": 3, "gpa": 4, "badges": [], "description": "A graduate seminar covering selected topics in the foundations of mathematics and mathematical logic.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 63, 0, 0, 0, 0, 0, 0 ], "count": 63, "gpa": 4, "topShare": 100, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_afa56c4f0f23b4593c399ba7", "uid": "instructor_b9093d6665d38743fa12d7e9", "name": "Joseph Miller", "quality": 3.055602065552356, "quality_count": 36, "instructor_url": "/instructors/JOSEPH_MILLER" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } } ] ``` ### total 3 ### page 1 ### kind course ### q ### term 1272 ### availability offered ### filters #### instructor instructor\_e0fb56b7bae68763eeb2fd33 ## discovery Filtered true