# Bipin Karunakaran — Courses & Reviews | UW–Madison

[View on UW Courses](https://uwcourses.com/instructors/BIPIN_KARUNAKARAN)

## 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
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* 1084
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* 1074
* 1072

### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## instructor

### instructor uid

instructor\_5a6dda7663ea51b03455e19d

### source

enrollment

### source instructor id

bkarunakaran

### identity basis

netid

### identity status

source\_identified

### name

Bipin Karunakaran

### email

BIPIN.KARUNAKARAN\@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

#### review count

8

#### quality

3.5

#### difficulty

2.62

#### quality count

8

#### difficulty count

8

#### profile id

rmp:3009325

#### source url

<https://www.ratemyprofessors.com/professor/3009325>

#### match basis

exact\_name

#### observed at

2026-09-07 16:51:44.388395+00:00

#### courses

##### course 568bb2af4f28391287f8904e

###### review count

1

###### quality

5

###### difficulty

3

###### quality count

1

###### difficulty count

1

##### course 02d7a8ec033448f8518d0cd4

###### review count

7

###### quality

3.29

###### difficulty

2.57

###### quality count

7

###### difficulty count

7

#### bayesian quality

3.614061273961854

#### prior mean

3.6596857835465957

#### prior weight

20

### current

true

### courses

| course\_uid                      | course\_id  | title                                                          | credits\_min | credits\_max | gpa   |
| -------------------------------- | ----------- | -------------------------------------------------------------- | ------------ | ------------ | ----- |
| course\_02d7a8ec033448f8518d0cd4 | GENBUS 308  | CLOUD ANALYTICS AND ARTIFICIAL INTELLIGENCE TOOLS FOR BUSINESS | 2            | 2            | 3.808 |
| course\_91226fe69e5101ac4eb0c7e0 | GENBUS 780  | CLOUD TECHNOLOGY FOR BUSINESS ANALYTICS                        | 1            | 1            | 3.915 |
| course\_c36076e72d40718317ed09c5 | INFOSYS 322 | INTRODUCTION TO DATABASES                                      | 3            | 3            | 3.592 |

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### instructor url

/instructors/BIPIN\_KARUNAKARAN

## history

| term | course\_uid                      | course\_id  | title                                                          |
| ---- | -------------------------------- | ----------- | -------------------------------------------------------------- |
| 1272 | course\_02d7a8ec033448f8518d0cd4 | GENBUS 308  | CLOUD ANALYTICS AND ARTIFICIAL INTELLIGENCE TOOLS FOR BUSINESS |
| 1272 | course\_91226fe69e5101ac4eb0c7e0 | GENBUS 780  | CLOUD TECHNOLOGY FOR BUSINESS ANALYTICS                        |
| 1272 | course\_c36076e72d40718317ed09c5 | INFOSYS 322 | INTRODUCTION TO DATABASES                                      |

## timeline

| term | courses |
| ---- | ------- |
| 1272 | 3       |

## term

1272

## courses

```json
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        ],
        "text": "Bipin Karunakaran is described as unorganized with confusing code and sidetracking lectures, leading to student frustration. Some reviewers found his quizzes unpredictable and heavily weighted, while others noted he is a tech-focused instructor rather than a polished lecturer."
      },
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        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 22 enrolled students across 2 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.",
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            "term_id": "1254",
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            "run_id": "20260907T155543-ce3781c4",
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            "source_course_id": "6eac8530-0c6b-3e63-b5f7-51643b3a345d",
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            },
            "table": "section_grades_latest",
            "term_id": "1264",
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          },
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            "course_id": "INFOSYS 322",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 2,
            "source_course_id": "6eac8530-0c6b-3e63-b5f7-51643b3a345d",
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            },
            "table": "section_grades_latest",
            "term_id": "1264",
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        ],
        "text": "Recent recorded grades — Spring 2024: 3.71 GPA, 84.4% A/AB (n=45 letter grades); Spring 2025: 3.58 GPA, 79.8% A/AB (n=84 letter grades); Spring 2026: 3.61 GPA, 77.5% A/AB (n=89 letter grades)."
      },
      "reviewFiles": []
    }
  }
]
```

## reviews

### items

```json
[
  {
    "observed_at": "2026-09-07 16:51:44.388395+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQzMzczMzQ5",
    "source_instructor_id": "rmp:3009325",
    "instructor_name": "Bipin Karunakaran",
    "course_label": "GENBUS895",
    "course_id": "GENBUS 895",
    "course_uid": "course_568bb2af4f28391287f8904e",
    "review_date": "2026-08-18 16:00:27 +0000 UTC",
    "comment": "The most useful class in the program with the optimal blend of theory and practice, technology and business. The professor was the perfect fit to teach this class - touched on practical aspects of applying analytics to specific business context that other classes glosses over.  Wish he taught more courses in the program.",
    "source_url": "https://www.ratemyprofessors.com/professor/3009325",
    "quality_rating": 5,
    "difficulty_rating": 3
  },
  {
    "observed_at": "2026-09-07 16:51:44.388395+00:00",
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    "source_review_id": "UmF0aW5nLTQzMDEyNDMw",
    "source_instructor_id": "rmp:3009325",
    "instructor_name": "Bipin Karunakaran",
    "course_label": "GENBUS308",
    "course_id": "GENBUS 308",
    "course_uid": "course_02d7a8ec033448f8518d0cd4",
    "review_date": "2026-05-03 23:14:40 +0000 UTC",
    "comment": "Not a good lecturer, and your grade was heavily reliant on quizzes that were hard to predict and often included material that was hardly mentioned. ",
    "source_url": "https://www.ratemyprofessors.com/professor/3009325",
    "quality_rating": 2,
    "difficulty_rating": 3
  },
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    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyNzgwMzE3",
    "source_instructor_id": "rmp:3009325",
    "instructor_name": "Bipin Karunakaran",
    "course_label": "GENBUS308",
    "course_id": "GENBUS 308",
    "course_uid": "course_02d7a8ec033448f8518d0cd4",
    "review_date": "2026-04-04 18:50:08 +0000 UTC",
    "comment": "Professor Karunakaran is a nice guy. He was caring and his lecture is not test heavy. He really wants students to learn practical skills that can apply to your working area. I would say his lecture and slides are helpful.",
    "source_url": "https://www.ratemyprofessors.com/professor/3009325",
    "quality_rating": 5,
    "difficulty_rating": 2
  },
  {
    "observed_at": "2026-09-07 16:51:44.388395+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyNzIwNjA3",
    "source_instructor_id": "rmp:3009325",
    "instructor_name": "Bipin Karunakaran",
    "course_label": "GENBUS308",
    "course_id": "GENBUS 308",
    "course_uid": "course_02d7a8ec033448f8518d0cd4",
    "review_date": "2026-03-21 00:48:15 +0000 UTC",
    "comment": "Bipin was friendly and patient with the students. He was very patient, going back through steps that students missed or misunderstood multiple times. He was also always upbeat, he was passionate about data visualization, data analysis, and machine learning / how gen ai will affect our lives, but kept it simple and achievable for the students.",
    "source_url": "https://www.ratemyprofessors.com/professor/3009325",
    "quality_rating": 5,
    "difficulty_rating": 3
  },
  {
    "observed_at": "2026-09-07 16:51:44.388395+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyNzIwNTgx",
    "source_instructor_id": "rmp:3009325",
    "instructor_name": "Bipin Karunakaran",
    "course_label": "GENBUS308",
    "course_id": "GENBUS 308",
    "course_uid": "course_02d7a8ec033448f8518d0cd4",
    "review_date": "2026-03-21 00:37:48 +0000 UTC",
    "comment": "I really appreciated how hands on the course was, it was fun to actually code, run through machine models, and play around with data. I also appreciated that the professor made it easy to succeed in this course-- hard skills like coding aren't familiar or required for many post business school jobs, so making it easy to succeed in the course.",
    "source_url": "https://www.ratemyprofessors.com/professor/3009325",
    "quality_rating": 4,
    "difficulty_rating": 3
  },
  {
    "observed_at": "2026-09-07 16:51:44.388395+00:00",
    "run_id": "20260907T155543-ce3781c4",
    "source_review_id": "UmF0aW5nLTQyNzE1Mzkz",
    "source_instructor_id": "rmp:3009325",
    "instructor_name": "Bipin Karunakaran",
    "course_label": "GENBUS308",
    "course_id": "GENBUS 308",
    "course_uid": "course_02d7a8ec033448f8518d0cd4",
    "review_date": "2026-03-19 15:31:34 +0000 UTC",
    "comment": "This prof is unorganized, his code is random and hard to follow. He's more a tech guy than a good lecturer. The course is overall easy but no way I'll take his course again.",
    "source_url": "https://www.ratemyprofessors.com/professor/3009325",
    "quality_rating": 1,
    "difficulty_rating": 3
  }
]
```

### total

8

### page

1

### courses

| course\_uid                      | course\_id |
| -------------------------------- | ---------- |
| course\_02d7a8ec033448f8518d0cd4 | GENBUS 308 |
| course\_568bb2af4f28391287f8904e | GENBUS 895 |

### matched

true

## social Image

true
