# Explore UW–Madison Courses, Grades & Prerequisites | UW Courses

[View on UW Courses](https://uwcourses.com/search?instructor=instructor_b59b19b56e506b61c9fa931f)

## 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

2026-09-26T14:36:56.606880+00:00

### site commit

0797c6e67d37df9a62e9e8ab449b0f01a5450089

## results

### items

```json
[
  {
    "course_uid": "course_75474c11dc2b9f0b6f591be5",
    "course_id": "ISYE 210",
    "title": "INTRODUCTION TO INDUSTRIAL STATISTICS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.685,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.88 GPA across 202 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/ISYE_210#grades"
          }
        ]
      },
      {
        "id": "lecture-size",
        "label": "Large lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 199 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/ISYE_210#schedule"
          }
        ]
      }
    ],
    "description": "Introduction to industrial statistics covering probability, hypothesis testing, and regression using Excel.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
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          99,
          23,
          5,
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          0
        ],
        "count": 875,
        "gpa": 3.7017142857142855,
        "topShare": 85.25714285714285,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_75474c11dc2b9f0b6f591be5",
          "uid": "instructor_056b4d3b498dc164f56c64bb",
          "name": "Andi Wang",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/ANDI_WANG"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Amanda Smith",
            "review_date": "2023-12-29 06:13:09 +0000 UTC",
            "review_id": "34ff64b07ed494e2fb73398b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2911189",
            "source_review_id": "UmF0aW5nLTM4ODA3NTM4",
            "source_url": "https://www.ratemyprofessors.com/professor/2911189",
            "type": "review"
          },
          {
            "instructor_name": "Amanda Smith",
            "review_date": "2024-01-01 22:32:18 +0000 UTC",
            "review_id": "7162cb5f77b72d1943f5992c",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2911189",
            "source_review_id": "UmF0aW5nLTM4ODE3MzI0",
            "source_url": "https://www.ratemyprofessors.com/professor/2911189",
            "type": "review"
          },
          {
            "instructor_name": "Hannah Silber",
            "review_date": "2024-03-07 01:32:10 +0000 UTC",
            "review_id": "e174578b63402fb73a15a3c1",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2522752",
            "source_review_id": "UmF0aW5nLTM5MDMwNjcx",
            "source_url": "https://www.ratemyprofessors.com/professor/2522752",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Amanda Smith, Hannah Silber: Homework and weekly quizzes carry significant weight, making consistent effort crucial. The group project is noted as tedious and requiring attention, while exams are generally considered fair and based on reviewed material."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_75474c11dc2b9f0b6f591be5-0.json"
      ]
    }
  }
]
```

### total

1

### page

1

### kind

course

### q



### term

1272

### availability

offered

### filters

#### instructor

instructor\_b59b19b56e506b61c9fa931f

## discovery Filtered

true
