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

[View on UW Courses](https://uwcourses.com/search?instructor=instructor_4270353ff74ae497a4f645e4)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T23:19:01.870283+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
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* 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

2026-09-11T00:57:52.854483+00:00

### site commit

401d5420c21ac6add3ad27033256783305291905

## results

### items

```json
[
  {
    "course_uid": "course_b9ca05f3e5db5af2eb30f64a",
    "course_id": "STAT 453",
    "title": "INTRODUCTION TO DEEP LEARNING AND GENERATIVE MODELS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.712,
    "badges": [],
    "description": "Introduction to deep learning and generative models connecting neural networks to statistical concepts.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          214,
          135,
          29,
          1,
          2,
          0,
          2
        ],
        "count": 383,
        "gpa": 3.7127937336814623,
        "topShare": 91.12271540469973,
        "firstTerm": "1234",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_b9ca05f3e5db5af2eb30f64a",
          "uid": "instructor_4270353ff74ae497a4f645e4",
          "name": "Baiheng Chen",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/BAIHENG_CHEN"
        },
        {
          "course_uid": "course_b9ca05f3e5db5af2eb30f64a",
          "uid": "instructor_816ff1547ceb6ebc8284e15f",
          "name": "Benjamin Lengerich",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/BENJAMIN_LENGERICH"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Yiqiao Zhong",
            "review_date": "2024-05-07 09:52:37 +0000 UTC",
            "review_id": "1214b9801760e077473ae090",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2889232",
            "source_review_id": "UmF0aW5nLTM5Mzg4OTE4",
            "source_url": "https://www.ratemyprofessors.com/professor/2889232",
            "type": "review"
          },
          {
            "instructor_name": "Yiqiao Zhong",
            "review_date": "2025-05-09 17:47:23 +0000 UTC",
            "review_id": "a26e2fa8c871ae1797eb8560",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2889232",
            "source_review_id": "UmF0aW5nLTQxMjI3NzA0",
            "source_url": "https://www.ratemyprofessors.com/professor/2889232",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Yiqiao Zhong: Reviewers note low overall workload, though exams can be confusing if lecture concepts are not understood. One student found the difficulty manageable with effort, while another cited flexible deadlines and fine tests."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_b9ca05f3e5db5af2eb30f64a-0.json"
      ]
    }
  }
]
```

### total

1

### page

1

### kind

course

### q



### term

1272

### availability

offered

### filters

#### instructor

instructor\_4270353ff74ae497a4f645e4

## discovery Filtered

true