# BMI/COMPSCI 776: Advanced Bioinformatics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/BMI_COMPSCI_776)

## 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

a975be067eb83dd2ccf3c11023e382635a8149d2e23c3540c4c05ebda80fbfba

### course id

BMI/COMPSCI 776

### course uid

course\_e5d8835c4b835f15cea1e278

### catalog version id

cfffd0896da59705ee12695b42f34da267ba901cf71c9a49b241f71d50a573a0

### course number

776

### subjects

* BMI
* COMPSCI

### title

ADVANCED BIOINFORMATICS

### description

Advanced course covering computational problems in molecular biology. The course will study algorithms for problems such as: modeling sequence classes and features, phylogenetic tree construction, gene-expression data analysis, protein and RNA structure prediction, and whole-genome analysis and comparisons.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

5ad71e974133ec9b5dc419c39be6196e9189bb6dfc4f7eff2542dcea4f034d21

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Advanced Bioinformatics covers computational problems in molecular biology, including sequence modeling, phylogenetics, and genome analysis.

### llm topics

* Sequence classes and features
* Phylogenetic tree construction
* Gene-expression data analysis
* Protein and RNA structure prediction
* Whole-genome analysis and comparisons

### llm skills

* Modeling sequence classes and features
* Phylogenetic tree construction
* Gene-expression data analysis
* Protein and RNA structure prediction
* Whole-genome analysis and comparisons

### llm assumed background

None recorded.

### llm search phrases

* bioinformatics algorithms
* molecular biology computational
* phylogenetic tree construction
* gene expression analysis
* protein structure prediction

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

e2510153b33e0e681c7600bb0b93dd48613165c114cb751073d91431b6d7fde0

#### course id

BMI/COMPSCI 776

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Colin Dewey: The course is very hard and covers a broad range of bioinformatics topics, with exams testing material beyond lectures.

```json
{
  "citations": [
    {
      "instructor_name": "Colin Dewey",
      "review_date": "2019-05-06 20:01:35 +0000 UTC",
      "review_id": "de6f0da9ee2e748e5aa812b6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1495154",
      "source_review_id": "UmF0aW5nLTMxNzg2ODA4",
      "source_url": "https://www.ratemyprofessors.com/professor/1495154",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Colin Dewey: Colin Dewey is knowledgeable in bioinformatics, including RSEM. However, the course was very hard and tested beyond lecture scope. Materials covered a broad range of topics.

```json
{
  "citations": [
    {
      "instructor_name": "Colin Dewey",
      "review_date": "2019-05-06 20:01:35 +0000 UTC",
      "review_id": "de6f0da9ee2e748e5aa812b6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1495154",
      "source_review_id": "UmF0aW5nLTMxNzg2ODA4",
      "source_url": "https://www.ratemyprofessors.com/professor/1495154",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Historical reviews of Colin Dewey: Colin Dewey teaches a very hard course that tests students beyond lecture scope, though he demonstrates deep expertise in bioinformatics.

```json
{
  "citations": [
    {
      "instructor_name": "Colin Dewey",
      "review_date": "2019-05-06 20:01:35 +0000 UTC",
      "review_id": "de6f0da9ee2e748e5aa812b6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1495154",
      "source_review_id": "UmF0aW5nLTMxNzg2ODA4",
      "source_url": "https://www.ratemyprofessors.com/professor/1495154",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2024: 3.70 GPA, 80.0% A/AB (n=10 letter grades); Spring 2025: 3.72 GPA, 88.9% A/AB (n=18 letter grades); Spring 2026: 3.91 GPA, 100.0% A/AB (n=11 letter grades).

```json
{
  "citations": [
    {
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      "source_record": {
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      "table": "grades_latest",
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}
```

#### student experience

Historical reviews of Colin Dewey: Students find the course difficult, but the instructor is knowledgeable and covers a wide range of bioinformatics material.

```json
{
  "citations": [
    {
      "instructor_name": "Colin Dewey",
      "review_date": "2019-05-06 20:01:35 +0000 UTC",
      "review_id": "de6f0da9ee2e748e5aa812b6",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1495154",
      "source_review_id": "UmF0aW5nLTMxNzg2ODA4",
      "source_url": "https://www.ratemyprofessors.com/professor/1495154",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

COLIN DEWEY is recorded teaching in Spring 2007, Spring 2008, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.

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```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
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    "source": "madgrades",
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    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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    "ratings": {
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      "quality": 3.43,
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    "grade_statistics": {
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    "name": "ANTHONY GITTER",
    "email": null,
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  },
  {
    "instructor_uid": "instructor_ba7e2277e89242b885032163",
    "source": "madgrades",
    "source_instructor_id": "5305653",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "FANGZHOU MU",
    "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": {
      "gpa": 3.491,
      "graded": 56,
      "counts": [
        32,
        9,
        8,
        2,
        3,
        1,
        1
      ],
      "sections": 3
    },
    "instructor_url": "/instructors/FANGZHOU_MU"
  },
  {
    "instructor_uid": "instructor_0f6336e259f074df702dbcb1",
    "source": "madgrades",
    "source_instructor_id": "6243039",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DAIFENG WANG",
    "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": {
      "gpa": 3.614,
      "graded": 245,
      "counts": [
        136,
        60,
        27,
        15,
        6,
        1,
        0
      ],
      "sections": 54
    },
    "instructor_url": "/instructors/DAIFENG_WANG--instructor_0f6336e259f074df702dbcb1"
  },
  {
    "instructor_uid": "instructor_5b752677d6960d808302fc02",
    "source": "madgrades",
    "source_instructor_id": "6090788",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SANIYA KHULLAR",
    "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": {
      "gpa": 3.714,
      "graded": 14,
      "counts": [
        8,
        4,
        2,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/SANIYA_KHULLAR--instructor_5b752677d6960d808302fc02"
  },
  {
    "instructor_uid": "instructor_853e0dbc2986de05f8625138",
    "source": "madgrades",
    "source_instructor_id": "6242353",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TING JIN",
    "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": {
      "gpa": 3.714,
      "graded": 14,
      "counts": [
        8,
        4,
        2,
        0,
        0,
        0,
        0
      ],
      "sections": 1
    },
    "instructor_url": "/instructors/TING_JIN"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1074",
    "term_name": "Spring 2007",
    "instructors": [
      "Colin Dewey"
    ],
    "a": 4,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 8,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1084",
    "term_name": "Spring 2008",
    "instructors": [
      "Colin Dewey"
    ],
    "a": 6,
    "ab": 2,
    "b": 1,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 10,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1094",
    "term_name": "Spring 2009",
    "instructors": [
      "Mark Craven"
    ],
    "a": 5,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 10,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "Mark Craven"
    ],
    "a": 5,
    "ab": 3,
    "b": 0,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 9,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1114",
    "term_name": "Spring 2011",
    "instructors": [
      "Mark Craven"
    ],
    "a": 10,
    "ab": 5,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 15,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1124",
    "term_name": "Spring 2012",
    "instructors": [
      "Colin Dewey"
    ],
    "a": 5,
    "ab": 3,
    "b": 3,
    "bc": 0,
    "c": 1,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 12,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1134",
    "term_name": "Spring 2013",
    "instructors": [
      "Colin Dewey"
    ],
    "a": 6,
    "ab": 6,
    "b": 6,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 18,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1144",
    "term_name": "Spring 2014",
    "instructors": [
      "Colin Dewey"
    ],
    "a": 8,
    "ab": 4,
    "b": 2,
    "bc": 0,
    "c": 1,
    "d": 1,
    "f": 2,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1154",
    "term_name": "Spring 2015",
    "instructors": [
      "Colin Dewey"
    ],
    "a": 8,
    "ab": 0,
    "b": 6,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1164",
    "term_name": "Spring 2016",
    "instructors": [
      "Anthony Gitter"
    ],
    "a": 14,
    "ab": 5,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "Anthony Gitter"
    ],
    "a": 6,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1184",
    "term_name": "Spring 2018",
    "instructors": [
      "Anthony Gitter"
    ],
    "a": 14,
    "ab": 5,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 20,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1194",
    "term_name": "Spring 2019",
    "instructors": [
      "Colin Dewey",
      "FANGZHOU MU"
    ],
    "a": 6,
    "ab": 4,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "Daifeng Wang",
      "FANGZHOU MU"
    ],
    "a": 17,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 21,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Daifeng Wang",
      "SANIYA KHULLAR",
      "TING JIN"
    ],
    "a": 8,
    "ab": 4,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 15,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Daifeng Wang"
    ],
    "a": 6,
    "ab": 2,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 10,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Daifeng Wang"
    ],
    "a": 10,
    "ab": 6,
    "b": 2,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 19,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BMI/COMPSCI 776",
    "course_uid": "course_e5d8835c4b835f15cea1e278",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Daifeng Wang"
    ],
    "a": 9,
    "ab": 2,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "BMI/COMPSCI 776"
    ]
  }
]
```

### statistics

#### gpa

3.658

#### graded

250

#### counts

* 147
* 64
* 31
* 1
* 3
* 1
* 3

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e5d8835c4b835f15cea1e278-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e5d8835c4b835f15cea1e278-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e5d8835c4b835f15cea1e278-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e5d8835c4b835f15cea1e278-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_e5d8835c4b835f15cea1e278-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e5d8835c4b835f15cea1e278-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e5d8835c4b835f15cea1e278-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e5d8835c4b835f15cea1e278-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.658

#### count

250

#### university

##### size

4202

##### gpa Percentile

44

##### count Percentile

62

##### median Count

163.5

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 12    | false   |
| 2.8–3.2 | 326   | false   |
| 3.2–3.6 | 1218  | false   |
| 3.6–4.0 | 2646  | true    |

#### departments

```json
[
  {
    "subject": "BMI",
    "comparison": {
      "size": 16,
      "gpaPercentile": 20,
      "countPercentile": 93,
      "medianCount": 121,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 0,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 1,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  },
  {
    "subject": "COMPSCI",
    "comparison": {
      "size": 94,
      "gpaPercentile": 55,
      "countPercentile": 42,
      "medianCount": 332,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 15,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 30,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 49,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1074

##### term

1074

##### gpa

3.6875

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1084

##### term

1084

##### gpa

3.65

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1094

##### term

1094

##### gpa

3.4

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1104

##### term

1104

##### gpa

3.611111111111111

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1114

##### term

1114

##### gpa

3.8333333333333335

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1124

##### term

1124

##### gpa

3.4583333333333335

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1134

##### term

1134

##### gpa

3.5

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1144

##### term

1144

##### gpa

3.0555555555555554

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1154

##### term

1154

##### gpa

3.5714285714285716

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1164

##### term

1164

##### gpa

3.7857142857142856

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1174

##### term

1174

##### gpa

3.727272727272727

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1184

##### term

1184

##### gpa

3.825

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1194

##### term

1194

##### gpa

3.727272727272727

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1204

##### term

1204

##### gpa

3.9

##### count

20

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1224

##### term

1224

##### gpa

3.7142857142857144

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1244

##### term

1244

##### gpa

3.7

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1254

##### term

1254

##### gpa

3.7222222222222223

##### count

18

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

#### 1264

##### term

1264

##### gpa

3.909090909090909

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| BMI     |            |
| COMPSCI |            |

### benchmarks

#### all

##### school

###### size

4202

###### gpa

3.6553188740949305

###### top Share

81.64502664327748

###### count

163.5

##### BMI

###### size

16

###### gpa

3.8213019975749187

###### top Share

91.6933464082576

###### count

121

##### COMPSCI

###### size

94

###### gpa

3.5628393964986107

###### top Share

77.03887560215199

###### count

332

#### terms

##### 1074

###### school

###### size

695

###### gpa

3.3616924722887376

###### top Share

63.22509110105764

###### count

69

###### COMPSCI

###### size

13

###### gpa

3.0855368848689455

###### top Share

48.7445028912265

###### count

55

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### COMPSCI

###### size

14

###### gpa

3.144553029581605

###### top Share

50.3940565180559

###### count

59

##### 1094

###### school

###### size

758

###### gpa

3.3891454428111527

###### top Share

64.36369814389255

###### count

71

###### COMPSCI

###### size

16

###### gpa

3.1364214252215854

###### top Share

48.56845161086566

###### count

72

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### COMPSCI

###### size

22

###### gpa

3.200534462173063

###### top Share

56.78409435721555

###### count

51.5

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### COMPSCI

###### size

18

###### gpa

3.266230341473234

###### top Share

59.94733477037724

###### count

58

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### COMPSCI

###### size

22

###### gpa

3.1674244675767893

###### top Share

54.635052791099376

###### count

59

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### COMPSCI

###### size

22

###### gpa

3.2424086213492718

###### top Share

59.28222765244668

###### count

68

##### 1144

###### school

###### size

878

###### gpa

3.4092443327803017

###### top Share

65.95978235963416

###### count

64

###### COMPSCI

###### size

26

###### gpa

3.263233863996996

###### top Share

58.711877593449

###### count

70.5

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### COMPSCI

###### size

31

###### gpa

3.3515611477246905

###### top Share

66.93977839039297

###### count

63

##### 1164

###### school

###### size

965

###### gpa

3.46491230798535

###### top Share

69.92376287143657

###### count

68

###### COMPSCI

###### size

32

###### gpa

3.2951719476979457

###### top Share

63.07751525075427

###### count

84

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

###### COMPSCI

###### size

30

###### gpa

3.3383019285046376

###### top Share

63.22952984555728

###### count

108

##### 1184

###### school

###### size

1010

###### gpa

3.47925290354517

###### top Share

70.86270937115944

###### count

68

###### COMPSCI

###### size

31

###### gpa

3.329310414227759

###### top Share

61.243618316797935

###### count

126

##### 1194

###### school

###### size

1040

###### gpa

3.4906527436719808

###### top Share

71.74728845515045

###### count

67

###### COMPSCI

###### size

38

###### gpa

3.3433846242383978

###### top Share

63.409438479169644

###### count

92

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### COMPSCI

###### size

42

###### gpa

3.6240893265324647

###### top Share

79.98991493017058

###### count

90.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### COMPSCI

###### size

45

###### gpa

3.4719336884851772

###### top Share

70.89188483398956

###### count

96

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### COMPSCI

###### size

46

###### gpa

3.477413782571094

###### top Share

70.8725394264854

###### count

116

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### COMPSCI

###### size

52

###### gpa

3.482652727664103

###### top Share

71.33786483648515

###### count

105

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

###### COMPSCI

###### size

48

###### gpa

3.5022746140005943

###### top Share

73.13318776233326

###### count

105.5

## instructor Trends

```json
[
  {
    "uid": "instructor_70d2730249bcab4feb326a13",
    "name": "COLIN DEWEY",
    "count": 91,
    "terms": [
      {
        "term": "1074",
        "count": 8,
        "sections": 1,
        "gpa": 3.6875
      },
      {
        "term": "1084",
        "count": 10,
        "sections": 1,
        "gpa": 3.65
      },
      {
        "term": "1124",
        "count": 12,
        "sections": 1,
        "gpa": 3.4583333333333335
      },
      {
        "term": "1134",
        "count": 18,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1144",
        "count": 18,
        "sections": 1,
        "gpa": 3.0555555555555554
      },
      {
        "term": "1154",
        "count": 14,
        "sections": 1,
        "gpa": 3.5714285714285716
      },
      {
        "term": "1194",
        "count": 11,
        "sections": 1,
        "gpa": 3.727272727272727
      }
    ]
  },
  {
    "uid": "instructor_0f6336e259f074df702dbcb1",
    "name": "DAIFENG WANG",
    "count": 73,
    "terms": [
      {
        "term": "1204",
        "count": 20,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1224",
        "count": 14,
        "sections": 1,
        "gpa": 3.7142857142857144
      },
      {
        "term": "1244",
        "count": 10,
        "sections": 1,
        "gpa": 3.7
      },
      {
        "term": "1254",
        "count": 18,
        "sections": 1,
        "gpa": 3.7222222222222223
      },
      {
        "term": "1264",
        "count": 11,
        "sections": 1,
        "gpa": 3.909090909090909
      }
    ]
  },
  {
    "uid": "instructor_1aa801d796cd4d2f6d6b83aa",
    "name": "ANTHONY GITTER",
    "count": 52,
    "terms": [
      {
        "term": "1164",
        "count": 21,
        "sections": 1,
        "gpa": 3.7857142857142856
      },
      {
        "term": "1174",
        "count": 11,
        "sections": 1,
        "gpa": 3.727272727272727
      },
      {
        "term": "1184",
        "count": 20,
        "sections": 1,
        "gpa": 3.825
      }
    ]
  },
  {
    "uid": "instructor_63f9b113517c02a597759955",
    "name": "MARK CRAVEN",
    "count": 34,
    "terms": [
      {
        "term": "1094",
        "count": 10,
        "sections": 1,
        "gpa": 3.4
      },
      {
        "term": "1104",
        "count": 9,
        "sections": 1,
        "gpa": 3.611111111111111
      },
      {
        "term": "1114",
        "count": 15,
        "sections": 1,
        "gpa": 3.8333333333333335
      }
    ]
  },
  {
    "uid": "instructor_ba7e2277e89242b885032163",
    "name": "FANGZHOU MU",
    "count": 31,
    "terms": [
      {
        "term": "1194",
        "count": 11,
        "sections": 1,
        "gpa": 3.727272727272727
      },
      {
        "term": "1204",
        "count": 20,
        "sections": 1,
        "gpa": 3.9
      }
    ]
  },
  {
    "uid": "instructor_5b752677d6960d808302fc02",
    "name": "SANIYA KHULLAR",
    "count": 14,
    "terms": [
      {
        "term": "1224",
        "count": 14,
        "sections": 1,
        "gpa": 3.7142857142857144
      }
    ]
  },
  {
    "uid": "instructor_853e0dbc2986de05f8625138",
    "name": "TING JIN",
    "count": 14,
    "terms": [
      {
        "term": "1224",
        "count": 14,
        "sections": 1,
        "gpa": 3.7142857142857144
      }
    ]
  }
]
```

## following

None recorded.
