# PANDUAN AN — Courses & Reviews | UW–Madison

[View on UW Courses](https://uwcourses.com/instructors/PANDUAN_AN--instructor_47603ce43b4df7855b782a91)

## 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    |

## instructor

### instructor uid

instructor\_47603ce43b4df7855b782a91

### source

madgrades

### source instructor id

6243365

### identity basis

source\_id

### identity status

source\_identified

### name

PANDUAN AN

### first observed at

2026-09-06 23:14:58.172943+00:00

### last observed at

2026-09-07 15:55:43.033547+00:00

### ratings

#### review count

73

#### quality

1.78

#### difficulty

3.68

#### quality count

73

#### difficulty count

73

#### profile id

rmp:2546332

#### source url

<https://www.ratemyprofessors.com/professor/2546332>

#### match basis

exact\_name

#### observed at

2026-09-07 16:13:07.975993+00:00

#### courses

##### course 2a00c702ff402614a950606e

###### review count

40

###### quality

1.82

###### difficulty

3.67

###### quality count

40

###### difficulty count

40

##### course f01b96472a8cdb3029148ea7

###### review count

15

###### quality

1.4

###### difficulty

4.13

###### quality count

15

###### difficulty count

15

##### course e593b86c370a0c671af794df

###### review count

4

###### quality

2

###### difficulty

3.75

###### quality count

4

###### difficulty count

4

##### course 1b76508145789f8fbc49d1fa

###### review count

13

###### quality

2.08

###### difficulty

3.15

###### quality count

13

###### difficulty count

13

#### bayesian quality

2.1842335018379773

#### prior mean

3.6596857835465957

#### prior weight

20

### grade statistics

#### gpa

3.243

#### graded

1554

#### counts

* 570
* 329
* 317
* 138
* 125
* 62
* 13

#### sections

37

### current

false

### courses

None recorded.

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### instructor url

/instructors/PANDUAN\_AN--instructor\_47603ce43b4df7855b782a91

## history

| term | course\_uid                      | course\_id    | title                                                           |
| ---- | -------------------------------- | ------------- | --------------------------------------------------------------- |
| 1264 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |
| 1264 | course\_6aad5ab0349d79e4904f2259 | STAT 612      | STATISTICAL INFERENCE FOR DATA SCIENCE                          |
| 1262 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |
| 1262 | course\_f01b96472a8cdb3029148ea7 | STAT 349      | INTRODUCTION TO TIME SERIES                                     |
| 1262 | course\_c12730b42971bfae90899021 | STAT 609      | MATHEMATICAL STATISTICS I                                       |
| 1254 | course\_e593b86c370a0c671af794df | MATH/STAT 310 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II      |
| 1254 | course\_2c47f118c8b20b84e9ca9d5d | STAT 610      | INTRODUCTION TO STATISTICAL INFERENCE                           |
| 1254 | course\_6aad5ab0349d79e4904f2259 | STAT 612      | STATISTICAL INFERENCE FOR DATA SCIENCE                          |
| 1252 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |
| 1252 | course\_f01b96472a8cdb3029148ea7 | STAT 349      | INTRODUCTION TO TIME SERIES                                     |
| 1252 | course\_c12730b42971bfae90899021 | STAT 609      | MATHEMATICAL STATISTICS I                                       |
| 1244 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |
| 1244 | course\_2c47f118c8b20b84e9ca9d5d | STAT 610      | INTRODUCTION TO STATISTICAL INFERENCE                           |
| 1244 | course\_6aad5ab0349d79e4904f2259 | STAT 612      | STATISTICAL INFERENCE FOR DATA SCIENCE                          |
| 1242 | course\_1b76508145789f8fbc49d1fa | STAT 311      | INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I |
| 1242 | course\_f01b96472a8cdb3029148ea7 | STAT 349      | INTRODUCTION TO TIME SERIES                                     |
| 1234 | course\_2c47f118c8b20b84e9ca9d5d | STAT 610      | INTRODUCTION TO STATISTICAL INFERENCE                           |
| 1232 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |
| 1232 | course\_f01b96472a8cdb3029148ea7 | STAT 349      | INTRODUCTION TO TIME SERIES                                     |
| 1224 | course\_1b76508145789f8fbc49d1fa | STAT 311      | INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I |
| 1224 | course\_2c47f118c8b20b84e9ca9d5d | STAT 610      | INTRODUCTION TO STATISTICAL INFERENCE                           |
| 1222 | course\_1b76508145789f8fbc49d1fa | STAT 311      | INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I |
| 1222 | course\_c12730b42971bfae90899021 | STAT 609      | MATHEMATICAL STATISTICS I                                       |
| 1212 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |
| 1204 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |
| 1204 | course\_e593b86c370a0c671af794df | MATH/STAT 310 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II      |
| 1202 | course\_2a00c702ff402614a950606e | MATH/STAT 309 | INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I       |

## timeline

| term | courses |
| ---- | ------- |
| 1202 | 1       |
| 1204 | 2       |
| 1212 | 1       |
| 1222 | 2       |
| 1224 | 2       |
| 1232 | 2       |
| 1234 | 1       |
| 1242 | 2       |
| 1244 | 3       |
| 1252 | 3       |
| 1254 | 3       |
| 1262 | 3       |
| 1264 | 2       |

## term

1272

## courses

None recorded.

## reviews

### items

```json
[
  {
    "observed_at": "2026-09-07 16:13:07.975993+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQzMzgxODQ3",
    "source_instructor_id": "rmp:2546332",
    "instructor_name": "Panduan An",
    "course_label": "STAT309",
    "course_id": "MATH/STAT 309",
    "course_uid": "course_2a00c702ff402614a950606e",
    "review_date": "2026-08-22 16:55:31 +0000 UTC",
    "comment": "Thinking about this class semesters after taking it. If you're signed up for the fall, I am warning you, drop! It's boring, unclear, and exhausting. Please drop. You will be frustrated more than you can imagine. ",
    "source_url": "https://www.ratemyprofessors.com/professor/2546332",
    "quality_rating": 1,
    "difficulty_rating": 4
  },
  {
    "observed_at": "2026-09-07 16:13:07.975993+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQzMjY3MjEx",
    "source_instructor_id": "rmp:2546332",
    "instructor_name": "Panduan An",
    "course_label": "STAT309",
    "course_id": "MATH/STAT 309",
    "course_uid": "course_2a00c702ff402614a950606e",
    "review_date": "2026-06-23 15:05:20 +0000 UTC",
    "comment": "Honestly wasn't as bad as these ratings make her seem. Lectures were very structured and helpful in my opinion. Practice exams were given and made studying extremely easier. She also provided many extra credit opportunities just for showing up to lecture. ",
    "source_url": "https://www.ratemyprofessors.com/professor/2546332",
    "quality_rating": 3,
    "difficulty_rating": 3
  },
  {
    "observed_at": "2026-09-07 16:13:07.975993+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyNDM3NTkz",
    "source_instructor_id": "rmp:2546332",
    "instructor_name": "Panduan An",
    "course_label": "STAT349",
    "course_id": "STAT 349",
    "course_uid": "course_f01b96472a8cdb3029148ea7",
    "review_date": "2026-01-05 05:34:23 +0000 UTC",
    "comment": "Incredibly difficult to follow understand her lectures. I came out of this class learning nothing.",
    "source_url": "https://www.ratemyprofessors.com/professor/2546332",
    "quality_rating": 1,
    "difficulty_rating": 4
  },
  {
    "observed_at": "2026-09-07 16:13:07.975993+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyNDM0Mzc4",
    "source_instructor_id": "rmp:2546332",
    "instructor_name": "Panduan An",
    "course_label": "STAT309",
    "course_id": "MATH/STAT 309",
    "course_uid": "course_2a00c702ff402614a950606e",
    "review_date": "2026-01-04 16:42:06 +0000 UTC",
    "comment": "It is frustrating that we don't get reasoning behind quiz and exam scores. I emailed her about this and she didn't seem to care. I sometimes feel she just throws a scores at a dart board. Aside from unclear grading criteria, the class is hard to follow and it is pretty miserable. Final was long and unexpected. ",
    "source_url": "https://www.ratemyprofessors.com/professor/2546332",
    "quality_rating": 1,
    "difficulty_rating": 4
  },
  {
    "observed_at": "2026-09-07 16:13:07.975993+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyMzg3NjMy",
    "source_instructor_id": "rmp:2546332",
    "instructor_name": "Panduan An",
    "course_label": "STAT309",
    "course_id": "MATH/STAT 309",
    "course_uid": "course_2a00c702ff402614a950606e",
    "review_date": "2025-12-23 21:50:16 +0000 UTC",
    "comment": "the professor is gentle and her ppt is structured. Hw is not important but the topic of quiz is kind of random. I think the most tough thing for this class is her final, which is not related to the past exam and is really difficult (midterm is easy and is similar to past exam:)",
    "source_url": "https://www.ratemyprofessors.com/professor/2546332",
    "quality_rating": 3,
    "difficulty_rating": 3
  },
  {
    "observed_at": "2026-09-07 16:13:07.975993+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyMjY5NjA3",
    "source_instructor_id": "rmp:2546332",
    "instructor_name": "Panduan An",
    "course_label": "STAT349",
    "course_id": "STAT 349",
    "course_uid": "course_f01b96472a8cdb3029148ea7",
    "review_date": "2025-12-15 23:11:59 +0000 UTC",
    "comment": "Good luck to those who want to torture themselves ",
    "source_url": "https://www.ratemyprofessors.com/professor/2546332",
    "quality_rating": 1,
    "difficulty_rating": 5
  }
]
```

### total

73

### page

1

### courses

| course\_uid                      | course\_id    |
| -------------------------------- | ------------- |
| course\_2a00c702ff402614a950606e | MATH/STAT 309 |
| course\_e593b86c370a0c671af794df | MATH/STAT 310 |
| course\_1b76508145789f8fbc49d1fa | STAT 311      |
| course\_f01b96472a8cdb3029148ea7 | STAT 349      |

### matched

true

## social Image

false