# ECE 489: Honors in Research | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECE_489)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

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

### built at

2026-09-10T19:50:42.743001+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    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

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

### record version id

16b9a8dfe042102c592ac92f47da2cf48ffd412b5f9ed056b6b217dca6965023

### course id

ECE 489

### course uid

course\_806299f6ace75608888bfdb3

### catalog version id

1b3cbdb5b0cec905ae49fc0cf1696ac0ea9bf401b60fde11707536900b6f09c9

### course number

489

### subjects

* ECE

### title

HONORS IN RESEARCH

### description

Undergraduate honors research projects supervised by faculty members.

### requirements text

Consent of instructor

### credits min

1

### credits max

3

### credit offering ids

* 1272:320:020121

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

020a795dcf11baf8f67461e993bff2c72a21fb7c8acba1ba95e3f1d664d3c068

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ECE 489 is an undergraduate honors research course where students conduct projects supervised by faculty members.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* undergraduate honors research
* ECE independent study
* faculty supervised project

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

5f58efd50d6e88350e0df61a88fc35544038d5047e0c41404bbbee3c97b08996

#### course id

ECE 489

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_f729550f037c72b307d5dfa9",
    "message": "No course-specific reviews available",
    "name": "Azadeh Davoodi",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1188666",
    "summary": []
  },
  {
    "instructor_uid": "instructor_bfc230ceca927746dea57fed",
    "message": "No course-specific reviews available",
    "name": "Bill Sethares",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_29a7c1e6f1424b3abcd51444",
    "message": "No course-specific reviews available",
    "name": "Chirag Gupta",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2916710",
    "summary": []
  },
  {
    "instructor_uid": "instructor_20565506a2807ecc6c2ccdd9",
    "message": "No course-specific reviews available",
    "name": "Dan Negrut",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:812301",
    "summary": []
  },
  {
    "instructor_uid": "instructor_097bd428c17f80ab4da01a0a",
    "message": "No course-specific reviews available",
    "name": "Daniel van der Weide",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1970098",
    "summary": []
  },
  {
    "instructor_uid": "instructor_ec496cd984732ae0e4f002cc",
    "message": "No course-specific reviews available",
    "name": "Eric Tervo",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2974898",
    "summary": []
  },
  {
    "instructor_uid": "instructor_63e68d55c8508181df62ade5",
    "message": "No course-specific reviews available",
    "name": "Giri Venkataramanan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1709243",
    "summary": []
  },
  {
    "instructor_uid": "instructor_21bb268add42161c9a7a31cf",
    "message": "No course-specific reviews available",
    "name": "Irena Knezevic",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1519669",
    "summary": []
  },
  {
    "instructor_uid": "instructor_85b73c265c40166f5ed76de0",
    "message": "No course-specific reviews available",
    "name": "John Booske",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:506547",
    "summary": []
  },
  {
    "instructor_uid": "instructor_c0fcdbfb90fb2315713c6497",
    "message": "No course-specific reviews available",
    "name": "Line Roald",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_7ff780bef0b07516e262423b",
    "message": "No course-specific reviews available",
    "name": "Remzi Arpaci-Dusseau",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:131676",
    "summary": []
  },
  {
    "instructor_uid": "instructor_1d82ff3af6bd02638d9784a9",
    "message": "No course-specific reviews available",
    "name": "Robert Jacobberger",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_a0025085f948b04fe06f08b9",
    "message": "No course-specific reviews available",
    "name": "Robert Nowak",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:329243",
    "summary": []
  },
  {
    "instructor_uid": "instructor_912537f6c5ea0f6aeeec123d",
    "message": "No course-specific reviews available",
    "name": "Thomas Jahns",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1232474",
    "summary": []
  },
  {
    "instructor_uid": "instructor_6b538cd1085236661960506e",
    "message": "No course-specific reviews available",
    "name": "Tsung-Wei Huang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_34d5a84206d7a1435da2b83e",
    "message": "No course-specific reviews available",
    "name": "Willis Tompkins",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_83c81ed9b9be8e0813c1613b",
    "message": "No course-specific reviews available",
    "name": "Ying Wang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_ea265adaa3a5161d9cbfa843",
    "message": "No course-specific reviews available",
    "name": "Zhenqiang Ma",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1696481",
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=1 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

AZADEH DAVOODI is recorded teaching in Spring 2011, Fall 2013. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    }
  ]
}
```

BILL SETHARES is recorded teaching in Spring 2014, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 62,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 62,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    }
  ]
}
```

CHIRAG GUPTA is recorded teaching in Fall 2022, Spring 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 22,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

DAN NEGRUT is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

ERIC TERVO is recorded teaching in Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 122,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 122,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

IRENA KNEZEVIC is recorded teaching in Fall 2010, Spring 2014, Fall 2014, Spring 2016, Fall 2016, Spring 2017, Fall 2019, Spring 2020, Fall 2020, Fall 2022, Spring 2024, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
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      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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    {
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
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    },
    {
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      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
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      "section_number": 31,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
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      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
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    },
    {
      "course_id": "ECE 489",
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      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

JOHN BOOSKE is recorded teaching in Fall 2010, Spring 2011, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    }
  ]
}
```

LINE ROALD is recorded teaching in Spring 2023, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 79,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

REMZI ARPACI-DUSSEAU is recorded teaching in Fall 2010, Spring 2011, Fall 2011, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 91,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 91,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 91,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
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      "section_number": 91,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    }
  ]
}
```

ROBERT JACOBBERGER is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 121,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

THOMAS JAHNS is recorded teaching in Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    }
  ]
}
```

WILLIS TOMPKINS is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 44,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    }
  ]
}
```

YING WANG is recorded teaching in Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 113,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 113,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ECE 489",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 113,
      "source_course_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
      "source_record": {
        "entity_id": "8d030049-5316-34cd-af5a-dd344ca2bc98",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
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    "source": "enrollment",
    "source_instructor_id": "adavoodi",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Azadeh Davoodi",
    "email": "ADAVOODI@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "quality": 4.42,
      "difficulty": 3,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:1188666",
      "source_url": "https://www.ratemyprofessors.com/professor/1188666",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:53:43.708129+00:00",
      "courses": {
        "course_41c983685dba88b3038a699b": {
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        },
        "course_4352b7eea7990574af634d57": {
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        "course_a85e9ffcdf81e6eeddfdeaa7": {
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        },
        "course_61894e29f1afa672860da66b": {
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        },
        "course_883e87fcd87d80e877bb98ab": {
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        }
      },
      "bayesian_quality": 3.944803614716622,
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    },
    "instructor_url": "/instructors/AZADEH_DAVOODI"
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  {
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    "source_instructor_id": "sethares",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Bill Sethares",
    "email": "SETHARES@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/BILL_SETHARES"
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  {
    "instructor_uid": "instructor_29a7c1e6f1424b3abcd51444",
    "source": "enrollment",
    "source_instructor_id": "cgupta9",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Chirag Gupta",
    "email": "CGUPTA9@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
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      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:48:49.630843+00:00",
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    "instructor_url": "/instructors/CHIRAG_GUPTA"
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    "end_date": "2026-12-09 06:00:00+00:00"
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    "term_id": "1272",
    "source_section_id": "11875",
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    "section_uid": "uw-section:1272:11880",
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    "source_section_id": "11880",
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  },
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    "section_uid": "uw-section:1272:11891",
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    "section_uid": "uw-section:1272:11895",
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    "section_uid": "uw-section:1272:12177",
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    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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    "name": "JUDA L. SHOHET",
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    "instructor_url": "/instructors/NIGEL_BOSTON"
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    "instructor_url": "/instructors/WILLIAM_N_HITCHON--instructor_c4cf068d4cf6ce52103202f1"
  },
  {
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    "name": "JOHN BOOSKE",
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### grades

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]
```

### statistics

#### gpa

4

#### graded

1

#### counts

* 1
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_806299f6ace75608888bfdb3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_806299f6ace75608888bfdb3-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_806299f6ace75608888bfdb3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_806299f6ace75608888bfdb3-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_806299f6ace75608888bfdb3-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_806299f6ace75608888bfdb3-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_89a977ba8f4a3a9d16333939",
    "name": "VENKATA VENKATARAMANAN",
    "count": 1,
    "terms": [
      {
        "term": "1224",
        "count": 1,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
