# COMPSCI 298: Directed Study in Computer Science | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/COMPSCI_298)

## 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

ce3b22561762fe7845706d9de16edc619cb5eada27b23e52093d423c14383118

### course id

COMPSCI 298

### course uid

course\_ab3594f7de436ad02e0bd6e1

### catalog version id

d95bfd4ddde0fe819168572d8cd633b9872806502c4bd3630bd730f4eb9dfb9e

### course number

298

### subjects

* COMPSCI

### title

DIRECTED STUDY IN COMPUTER SCIENCE

### description

Undergraduate directed study in computer sciences.

### requirements text

Consent of instructor

### credits min

1

### credits max

3

### credit offering ids

* 1272:266:022548

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

a680192a0c374c50b738736ad060a222ef95d87ac420280ec969d83ab084210f

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

COMPSCI 298 is an undergraduate directed study course in computer sciences.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* COMPSCI 298 directed study
* undergraduate research computer science
* independent study COMPSCI

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

cb5ae29a316d6504689745c86cffae3be826c91958062812e8e438883b188d54

#### course id

COMPSCI 298

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_896263e4e76dc61fe81768d2",
    "message": "No course-specific reviews available",
    "name": "Anthony Gitter",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_dd8b7e35a154a11fc5559910",
    "message": "No course-specific reviews available",
    "name": "Jim Williams",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2195385",
    "summary": []
  },
  {
    "instructor_uid": "instructor_5b07ff954db288ff1052dd87",
    "message": "No course-specific reviews available",
    "name": "Marc Renault",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2316450",
    "summary": []
  },
  {
    "instructor_uid": "instructor_5bd2c4ff991baae4194e3e00",
    "message": "No course-specific reviews available",
    "name": "Meena Syamkumar",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2274671",
    "summary": []
  },
  {
    "instructor_uid": "instructor_e87641b3a0d9d630d98447ef",
    "message": "No course-specific reviews available",
    "name": "Michael Gleicher",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1257605",
    "summary": []
  },
  {
    "instructor_uid": "instructor_b8b55ebb322997b52025ef8f",
    "message": "No course-specific reviews available",
    "name": "Misha Khodak",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_fae40bcc319ab178a209c988",
    "message": "No course-specific reviews available",
    "name": "Mohit Gupta",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2140649",
    "summary": []
  },
  {
    "instructor_uid": "instructor_c7fccaa0a5ee235ceefaed9c",
    "message": "No course-specific reviews available",
    "name": "Ramya Korlakai Vinayak",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2626459",
    "summary": []
  },
  {
    "instructor_uid": "instructor_ec1878010c68dc0e47f34349",
    "message": "No course-specific reviews available",
    "name": "Young Wu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2510986",
    "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

None recorded.

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANTHONY GITTER is recorded teaching in Spring 2015, Fall 2016, Spring 2017, Fall 2019, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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    {
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      "table": "section_grades_latest",
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      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
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      "source_record": {
        "entity_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1202",
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    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

MARC RENAULT is recorded teaching in Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Spring 2023, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
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      "source_record": {
        "entity_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
        "entity_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
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      "section_number": 139,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
        "entity_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
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      },
      "table": "section_grades_latest",
      "term_id": "1204",
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    {
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      "term_id": "1212",
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    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
        "entity_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
        "entity_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
        "entity_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 139,
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      },
      "table": "section_grades_latest",
      "term_id": "1244",
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    }
  ]
}
```

MEENAKSHI SYAMKUMAR is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 167,
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      "source_record": {
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1222",
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    },
    {
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      "section_number": 167,
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      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 167,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 167,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 167,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 167,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

MICHAEL GLEICHER is recorded teaching in Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 188,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 188,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 128,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 128,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

RAMYA KORLAKAI VINAYAK is recorded teaching in Fall 2021, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "COMPSCI 298",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 168,
      "source_course_id": "79e685c1-3e0c-3c21-b74c-a47791a20955",
      "source_record": {
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
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      "section_number": 168,
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

YOUNG WU is recorded teaching in Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      },
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      "term_id": "1244",
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    },
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      "section_number": 185,
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      "source_record": {
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      },
      "table": "section_grades_latest",
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    },
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      },
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      },
      "table": "section_grades_latest",
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    },
    {
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        "file": "tables/observations.parquet",
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        "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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    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "instructor_url": "/instructors/ANTHONY_GITTER"
  },
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    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jim Williams",
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    "name": "Marc Renault",
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    "instructor_url": "/instructors/MISHA_KHODAK"
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    "name": "Ramya Korlakai Vinayak",
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    "instructor_url": "/instructors/RAMYA_KORLAKAI_VINAYAK"
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    "name": "Young Wu",
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]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:266:022548",
    "course_id": "COMPSCI 298",
    "course_uid": "course_ab3594f7de436ad02e0bd6e1",
    "term_id": "1272",
    "source_course_id": "022548",
    "source_subject_id": "266",
    "title": "Directed Study in Computer Science",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
```

### sections

```json
[
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    "term_id": "1272",
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    "identity_basis": "class_number",
    "section_number": "112",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:19751",
    "term_id": "1272",
    "source_section_id": "19751",
    "identity_basis": "class_number",
    "section_number": "139",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:23124",
    "term_id": "1272",
    "source_section_id": "23124",
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:23442",
    "term_id": "1272",
    "source_section_id": "23442",
    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
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    "section_uid": "uw-section:1272:23444",
    "term_id": "1272",
    "source_section_id": "23444",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:26412",
    "term_id": "1272",
    "source_section_id": "26412",
    "identity_basis": "class_number",
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    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
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    "section_uid": "uw-section:1272:28399",
    "term_id": "1272",
    "source_section_id": "28399",
    "identity_basis": "class_number",
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "section_uid": "uw-section:1272:30471",
    "term_id": "1272",
    "source_section_id": "30471",
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:34187",
    "term_id": "1272",
    "source_section_id": "34187",
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    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
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    "name": "SUSAN HORWITZ",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
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      "source_url": "https://www.ratemyprofessors.com/professor/1237620",
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    },
    "instructor_url": "/instructors/SUSAN_HORWITZ--instructor_d5b5aaef6d8e489a750b087b"
  },
  {
    "instructor_uid": "instructor_4f37f97572dd12276099e56b",
    "source": "madgrades",
    "source_instructor_id": "843570",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DEBORAH JOSEPH",
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      "source_url": "https://www.ratemyprofessors.com/professor/351690",
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    },
    "instructor_url": "/instructors/DEBORAH_JOSEPH"
  },
  {
    "instructor_uid": "instructor_adbd0bd587a3ce39fbcac67d",
    "source": "madgrades",
    "source_instructor_id": "636841",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES SKRENTNY",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
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      ],
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    "instructor_url": "/instructors/JAMES_SKRENTNY"
  },
  {
    "instructor_uid": "instructor_3de0ef4958551736222141f6",
    "source": "madgrades",
    "source_instructor_id": "4631798",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "BILGE MUTLU",
    "email": null,
    "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": {
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      "source_url": "https://www.ratemyprofessors.com/professor/2474914",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:51:46.928668+00:00",
      "courses": {
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    "grade_statistics": {
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    "instructor_url": "/instructors/BILGE_MUTLU--instructor_3de0ef4958551736222141f6"
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    "identity_status": "source_identified",
    "name": "ANTHONY GITTER",
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  },
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    "name": "MARC RENAULT",
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  },
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    "source": "madgrades",
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    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBERT NOWAK",
    "email": null,
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      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:09:32.056734+00:00",
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    "grade_statistics": {
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    "instructor_url": "/instructors/ROBERT_NOWAK--instructor_a0635de9e0867a015d9ba90e"
  },
  {
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    "source_instructor_id": "4111767",
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    "identity_status": "source_identified",
    "name": "TYLER CARAZA-HARTER",
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### grades

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```

### statistics

#### graded

0

#### counts

* 0
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_ab3594f7de436ad02e0bd6e1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_ab3594f7de436ad02e0bd6e1-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_ab3594f7de436ad02e0bd6e1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_ab3594f7de436ad02e0bd6e1-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_ab3594f7de436ad02e0bd6e1-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_ab3594f7de436ad02e0bd6e1-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.