# GENBUS 895: Masters Capstone in Business Analytics | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/GENBUS_895)

## 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
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* 1232
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* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
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* 1152
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* 1142
* 1134
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### 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

d095f5e61d93802b046368fd82f5ef9af7bc82944aa646eb66801de79ccc0e3e

### course id

GENBUS 895

### course uid

course\_568bb2af4f28391287f8904e

### catalog version id

4e0aea00f0c2af801991cc04d0cb32eea138f809773561c60eedb83c1a2bf6d6

### course number

895

### subjects

* GENBUS

### title

MASTERS CAPSTONE IN BUSINESS ANALYTICS

### description

Complete a team project as a capstone to graduate studies in business analytics. Use analytics and project management to develop a solution to a provided business case.

### requirements text

GEN BUS 884and893

### credit offering ids

None recorded.

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

d2829cb5b90de37ccd23da8e6f8fdfa298ab060306fcd312bd50c90aab32dd1c

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

A graduate capstone course where students complete a team project applying analytics and project management to a business case.

### llm topics

* Business case solutions
* Team projects

### llm skills

* Applying analytics and project management to business cases

### llm assumed background

* Statistics, programming, data visualization, and database management
* Consulting tools, models, and project management concepts

### llm search phrases

* business analytics capstone
* team project business case
* graduate business analytics capstone

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

4c81ee1fae55285dbe04742b83e8df14aaff95c1c1376cd127b2b6f6e8ebc475

#### course id

GENBUS 895

#### current instructors

None recorded.

#### difficulty workload

Historical reviews of Bipin Karunakaran: The course carries a moderate difficulty rating of 3, suggesting a manageable workload for students.

```json
{
  "citations": [
    {
      "instructor_name": "Bipin Karunakaran",
      "review_date": "2026-08-18 16:00:27 +0000 UTC",
      "review_id": "cf902cbec7f696f41a2d86e9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3009325",
      "source_review_id": "UmF0aW5nLTQzMzczMzQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/3009325",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Bipin Karunakaran: Bipin Karunakaran is described as the perfect fit for this course, effectively blending theory, practice, technology, and business. He is praised for covering practical applications of analytics in specific business contexts that other classes overlook.

```json
{
  "citations": [
    {
      "instructor_name": "Bipin Karunakaran",
      "review_date": "2026-08-18 16:00:27 +0000 UTC",
      "review_id": "cf902cbec7f696f41a2d86e9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3009325",
      "source_review_id": "UmF0aW5nLTQzMzczMzQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/3009325",
      "type": "review"
    }
  ]
}
```

#### offered

false

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Bipin Karunakaran's historical offering is considered the most useful class in the program, blending theory, practice, and business analytics effectively.

```json
{
  "citations": [
    {
      "instructor_name": "Bipin Karunakaran",
      "review_date": "2026-08-18 16:00:27 +0000 UTC",
      "review_id": "cf902cbec7f696f41a2d86e9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3009325",
      "source_review_id": "UmF0aW5nLTQzMzczMzQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/3009325",
      "type": "review"
    }
  ]
}
```

#### student experience

Historical reviews of Bipin Karunakaran: Students value the practical application of analytics to specific business contexts, noting that other classes often gloss over these details.

```json
{
  "citations": [
    {
      "instructor_name": "Bipin Karunakaran",
      "review_date": "2026-08-18 16:00:27 +0000 UTC",
      "review_id": "cf902cbec7f696f41a2d86e9",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3009325",
      "source_review_id": "UmF0aW5nLTQzMzczMzQ5",
      "source_url": "https://www.ratemyprofessors.com/professor/3009325",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n2"
    ],
    "condition": null,
    "course": null,
    "evidence": "GEN BUS 884and893",
    "id": "n0",
    "kind": "all"
  },
  {
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    "condition": null,
    "course": {
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      "minimum_grade": null,
      "subjects": [
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      ],
      "timing": "prior"
    },
    "evidence": "GEN BUS 884",
    "id": "n1",
    "kind": "course"
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  {
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    "condition": null,
    "course": {
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      "minimum_grade": null,
      "subjects": [
        "GENBUS"
      ],
      "timing": "prior"
    },
    "evidence": "893",
    "id": "n2",
    "kind": "course"
  }
]
```

#### notes

* The requirements text 'GEN BUS 884and893' lacks explicit separators but implies a conjunction of two courses based on the linked\_courses list and standard catalog formatting for prerequisites.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

None recorded.

### grades

None recorded.

### statistics

#### graded

0

#### counts

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

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_568bb2af4f28391287f8904e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_568bb2af4f28391287f8904e-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_568bb2af4f28391287f8904e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_568bb2af4f28391287f8904e-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_568bb2af4f28391287f8904e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_568bb2af4f28391287f8904e-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_568bb2af4f28391287f8904e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_568bb2af4f28391287f8904e-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.