# INTEREGR 275: Technical Presentations | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/INTEREGR_275)

## 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
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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

73dcb9f08f45c5dce2b2600f8065e74bbf91053b6e57535da4c6f50a02587aea

### course id

INTEREGR 275

### course uid

course\_945f7b044d5fe3a6d54e1415

### catalog version id

5d2224da140f84b65b8f36be70023f98a8d989e1abe53d42cc0f01a74a8a5a17

### course number

275

### subjects

* INTEREGR

### title

TECHNICAL PRESENTATIONS

### description

Principles and theory of effective oral technical presentations. Provides a framework for applying the principles in professional settings common to the engineering profession. Preparation, delivery, and evaluation of oral presentation on technical subjects, analysis of professional "real-world" technical presentations, survey of presentation technology, self-analysis including listening and non-verbal skills, and practice of group discussion and interview skills.

### requirements text

Sophomore standing

### credits min

2

### credits max

2

### credit offering ids

* 1272:496:006688

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

7dfffa932c742f7d3e5e8b19bfc64e593668814b76882aa55ff6e411349d8d30

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

INTEREGR 275 teaches principles and theory of effective oral technical presentations for professional engineering settings.

### llm topics

* Principles and theory of effective oral technical presentations
* Professional engineering presentation settings
* Analysis of real-world technical presentations
* Presentation technology

### llm skills

* Preparation and delivery of oral technical presentations
* Analysis of professional technical presentations
* Survey of presentation technology
* Self-analysis of listening and non-verbal skills
* Practice of group discussion and interview skills

### llm assumed background

None recorded.

### llm search phrases

* technical presentations engineering
* oral communication skills
* professional presentations
* group discussion interview skills

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

253eda2d49845e6195aefda59e70fe5966990f33633a72feecbbb6a7b4abfeca

#### course id

INTEREGR 275

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_c023cee2f26942714454e9ad",
    "message": "No course-specific reviews available",
    "name": "Afton LaMere",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_3abab3ff889cd4c4accfc57d",
    "message": "No course-specific reviews available",
    "name": "Ceci Moffett",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
              "file": "tables/observations.parquet",
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 5,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          },
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
              "file": "tables/observations.parquet",
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2025: 3.96 GPA, 100.0% A/AB (n=34 letter grades); Spring 2026: 3.97 GPA, 100.0% A/AB (n=33 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_c575323f7d4f16c16f77ee27",
    "message": "No course-specific reviews available",
    "name": "Michael Schlicting",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2651609",
    "summary": [
      {
        "citations": [
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 5,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
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            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 6,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          },
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          },
          {
            "course_id": "INTEREGR 275",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 4,
            "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
            "source_record": {
              "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1264",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2025: 3.70 GPA, 81.8% A/AB (n=33 letter grades); Spring 2026: 3.79 GPA, 91.2% A/AB (n=34 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Muhammed Alimi: Assignments may require business casual attire for presentations, though expectations reportedly changed frequently.

```json
{
  "citations": [
    {
      "instructor_name": "Muhammed Alimi",
      "review_date": "2026-01-16 22:52:46 +0000 UTC",
      "review_id": "03284bc876bbf88ccbdcd816",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3026848",
      "source_review_id": "UmF0aW5nLTQyNTExMjI2",
      "source_url": "https://www.ratemyprofessors.com/professor/3026848",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Muhammed Alimi: Muhammed Alimi receives polarized reviews. One student found him great for 8am classes despite slow grading, while another criticized his lack of feedback, unclear expectations, and syllabus contradictions, though noting he was nice.

```json
{
  "citations": [
    {
      "instructor_name": "Muhammed Alimi",
      "review_date": "2025-12-16 20:58:56 +0000 UTC",
      "review_id": "cee52dcfdf7110201958f183",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3026848",
      "source_review_id": "UmF0aW5nLTQyMjkxNDE4",
      "source_url": "https://www.ratemyprofessors.com/professor/3026848",
      "type": "review"
    },
    {
      "instructor_name": "Muhammed Alimi",
      "review_date": "2026-01-16 22:52:46 +0000 UTC",
      "review_id": "03284bc876bbf88ccbdcd816",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3026848",
      "source_review_id": "UmF0aW5nLTQyNTExMjI2",
      "source_url": "https://www.ratemyprofessors.com/professor/3026848",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews of Muhammed Alimi: Muhammed Alimi receives polarized reviews, with one student calling him great and another citing unclear expectations and lack of feedback.

```json
{
  "citations": [
    {
      "instructor_name": "Muhammed Alimi",
      "review_date": "2025-12-16 20:58:56 +0000 UTC",
      "review_id": "cee52dcfdf7110201958f183",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3026848",
      "source_review_id": "UmF0aW5nLTQyMjkxNDE4",
      "source_url": "https://www.ratemyprofessors.com/professor/3026848",
      "type": "review"
    },
    {
      "instructor_name": "Muhammed Alimi",
      "review_date": "2026-01-16 22:52:46 +0000 UTC",
      "review_id": "03284bc876bbf88ccbdcd816",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3026848",
      "source_review_id": "UmF0aW5nLTQyNTExMjI2",
      "source_url": "https://www.ratemyprofessors.com/professor/3026848",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2025: 3.87 GPA, 94.1% A/AB (n=102 letter grades); Spring 2026: 3.88 GPA, 94.0% A/AB (n=100 letter grades).

```json
{
  "citations": [
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Muhammed Alimi: One student found him great for an 8am class but noted slow grading.

```json
{
  "citations": [
    {
      "instructor_name": "Muhammed Alimi",
      "review_date": "2025-12-16 20:58:56 +0000 UTC",
      "review_id": "cee52dcfdf7110201958f183",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3026848",
      "source_review_id": "UmF0aW5nLTQyMjkxNDE4",
      "source_url": "https://www.ratemyprofessors.com/professor/3026848",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

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

```json
{
  "citations": [
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

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

```json
{
  "citations": [
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    },
    {
      "course_id": "INTEREGR 275",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
      "source_record": {
        "entity_id": "52f2f529-acfe-3a7a-80ca-9fd85cd8ece3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

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

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_c023cee2f26942714454e9ad",
    "source": "enrollment",
    "source_instructor_id": "alamere",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Afton LaMere",
    "email": "ALAMERE@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/AFTON_LAMERE"
  },
  {
    "instructor_uid": "instructor_3abab3ff889cd4c4accfc57d",
    "source": "enrollment",
    "source_instructor_id": "clmoffett",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ceci Moffett",
    "email": "CLMOFFETT@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/CECI_MOFFETT"
  },
  {
    "instructor_uid": "instructor_c575323f7d4f16c16f77ee27",
    "source": "enrollment",
    "source_instructor_id": "schlicting",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Michael Schlicting",
    "email": "SCHLICTING@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": 12,
      "quality": 4.33,
      "difficulty": 2.83,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:2651609",
      "source_url": "https://www.ratemyprofessors.com/professor/2651609",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:33.150633+00:00",
      "courses": {
        "course_663c33025162a8b95c22d58e": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.9110536147166224,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MICHAEL_SCHLICTING"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:496:006688",
    "course_id": "INTEREGR 275",
    "course_uid": "course_945f7b044d5fe3a6d54e1415",
    "term_id": "1272",
    "source_course_id": "006688",
    "source_subject_id": "496",
    "title": "Technical Presentations",
    "credits_min": 2,
    "credits_max": 2,
    "typically_offered": "Not Applicable"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:11526",
    "term_id": "1272",
    "source_section_id": "11526",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 4,
    "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:1272:11527",
    "term_id": "1272",
    "source_section_id": "11527",
    "identity_basis": "class_number",
    "section_number": "002",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 5,
    "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:1272:20617",
    "term_id": "1272",
    "source_section_id": "20617",
    "identity_basis": "class_number",
    "section_number": "003",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 17,
    "waitlisted": 1,
    "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:1272:20618",
    "term_id": "1272",
    "source_section_id": "20618",
    "identity_basis": "class_number",
    "section_number": "004",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 4,
    "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:1272:21496",
    "term_id": "1272",
    "source_section_id": "21496",
    "identity_basis": "class_number",
    "section_number": "005",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 15,
    "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:1272:21497",
    "term_id": "1272",
    "source_section_id": "21497",
    "identity_basis": "class_number",
    "section_number": "006",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 18,
    "enrolled": 18,
    "waitlisted": 5,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_7b77cd1cb6e133572bdf194c",
    "source": "madgrades",
    "source_instructor_id": "6219024",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "CECI MOFFETT",
    "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": 3.693,
      "graded": 231,
      "counts": [
        156,
        41,
        19,
        7,
        5,
        1,
        2
      ],
      "sections": 13
    },
    "instructor_url": "/instructors/CECI_MOFFETT--instructor_7b77cd1cb6e133572bdf194c"
  },
  {
    "instructor_uid": "instructor_86a74400f0ff8de7f1307de5",
    "source": "madgrades",
    "source_instructor_id": "4926959",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MICHAEL SCHLICTING",
    "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": {
      "review_count": 12,
      "quality": 4.33,
      "difficulty": 2.83,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:2651609",
      "source_url": "https://www.ratemyprofessors.com/professor/2651609",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:33.150633+00:00",
      "courses": {
        "course_663c33025162a8b95c22d58e": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.9110536147166224,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.645,
      "graded": 365,
      "counts": [
        194,
        91,
        74,
        4,
        2,
        0,
        0
      ],
      "sections": 12
    },
    "instructor_url": "/instructors/MICHAEL_SCHLICTING--instructor_86a74400f0ff8de7f1307de5"
  },
  {
    "instructor_uid": "instructor_b675556480eb72483cf4299a",
    "source": "madgrades",
    "source_instructor_id": "6565317",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "MUHAMMED ALIMI",
    "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": {
      "review_count": 4,
      "quality": 3,
      "difficulty": 1.25,
      "quality_count": 4,
      "difficulty_count": 4,
      "profile_id": "rmp:3026848",
      "source_url": "https://www.ratemyprofessors.com/professor/3026848",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:16:21.440215+00:00",
      "courses": {
        "course_945f7b044d5fe3a6d54e1415": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 1,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.5497381529554963,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.912,
      "graded": 68,
      "counts": [
        59,
        6,
        3,
        0,
        0,
        0,
        0
      ],
      "sections": 4
    },
    "instructor_url": "/instructors/MUHAMMED_ALIMI--instructor_b675556480eb72483cf4299a"
  },
  {
    "instructor_uid": "instructor_3abab3ff889cd4c4accfc57d",
    "source": "enrollment",
    "source_instructor_id": "clmoffett",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Ceci Moffett",
    "email": "CLMOFFETT@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/CECI_MOFFETT"
  },
  {
    "instructor_uid": "instructor_c023cee2f26942714454e9ad",
    "source": "enrollment",
    "source_instructor_id": "alamere",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Afton LaMere",
    "email": "ALAMERE@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/AFTON_LAMERE"
  },
  {
    "instructor_uid": "instructor_c575323f7d4f16c16f77ee27",
    "source": "enrollment",
    "source_instructor_id": "schlicting",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Michael Schlicting",
    "email": "SCHLICTING@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": 12,
      "quality": 4.33,
      "difficulty": 2.83,
      "quality_count": 12,
      "difficulty_count": 12,
      "profile_id": "rmp:2651609",
      "source_url": "https://www.ratemyprofessors.com/professor/2651609",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:17:33.150633+00:00",
      "courses": {
        "course_663c33025162a8b95c22d58e": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.9110536147166224,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/MICHAEL_SCHLICTING"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEREGR 275",
    "course_uid": "course_945f7b044d5fe3a6d54e1415",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Ceci Moffett",
      "MUHAMMED ALIMI",
      "Michael Schlicting"
    ],
    "a": 81,
    "ab": 15,
    "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": 102,
    "source_aliases": [
      "INTEREGR 275"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "INTEREGR 275",
    "course_uid": "course_945f7b044d5fe3a6d54e1415",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Ceci Moffett",
      "MUHAMMED ALIMI",
      "Michael Schlicting"
    ],
    "a": 82,
    "ab": 12,
    "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": 100,
    "source_aliases": [
      "INTEREGR 275"
    ]
  }
]
```

### statistics

#### gpa

3.874

#### graded

202

#### counts

* 163
* 27
* 12
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_945f7b044d5fe3a6d54e1415-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_945f7b044d5fe3a6d54e1415-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_945f7b044d5fe3a6d54e1415-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_945f7b044d5fe3a6d54e1415-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_945f7b044d5fe3a6d54e1415-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_945f7b044d5fe3a6d54e1415-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_945f7b044d5fe3a6d54e1415-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_945f7b044d5fe3a6d54e1415-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_945f7b044d5fe3a6d54e1415-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_945f7b044d5fe3a6d54e1415-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.873762376237624

#### count

202

#### university

##### size

2123

##### gpa Percentile

72

##### count Percentile

83

##### median Count

71

##### 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 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 170   | false   |
| 3.2–3.6 | 553   | false   |
| 3.6–4.0 | 1385  | true    |

#### departments

| subject  | comparison |
| -------- | ---------- |
| INTEREGR |            |

### terms

#### 1262

##### term

1262

##### gpa

3.8676470588235294

##### count

102

##### university

###### size

1320

###### gpa Percentile

74

###### count Percentile

67

###### median Count

70

###### 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 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | false   |
| 3.6–4.0 | 797   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEREGR |            |

#### 1264

##### term

1264

##### gpa

3.88

##### count

100

##### university

###### size

1283

###### gpa Percentile

76

###### count Percentile

70

###### median Count

66

###### 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 | 1     | false   |
| 2.4–2.8 | 20    | false   |
| 2.8–3.2 | 130   | false   |
| 3.2–3.6 | 343   | false   |
| 3.6–4.0 | 789   | true    |

##### departments

| subject  | comparison |
| -------- | ---------- |
| INTEREGR |            |

### benchmarks

#### all

##### school

###### size

2123

###### gpa

3.6592277338479904

###### top Share

82.12897781052423

###### count

71

#### terms

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

##### 1264

###### school

###### size

1283

###### gpa

3.6229729166451925

###### top Share

80.13669149396227

###### count

66

## instructor Trends

```json
[
  {
    "uid": "instructor_b675556480eb72483cf4299a",
    "name": "MUHAMMED ALIMI",
    "count": 68,
    "terms": [
      {
        "term": "1262",
        "count": 35,
        "sections": 2,
        "gpa": 3.942857142857143
      },
      {
        "term": "1264",
        "count": 33,
        "sections": 2,
        "gpa": 3.878787878787879
      }
    ]
  },
  {
    "uid": "instructor_7b77cd1cb6e133572bdf194c",
    "name": "CECI MOFFETT",
    "count": 67,
    "terms": [
      {
        "term": "1262",
        "count": 34,
        "sections": 2,
        "gpa": 3.9558823529411766
      },
      {
        "term": "1264",
        "count": 33,
        "sections": 2,
        "gpa": 3.9696969696969697
      }
    ]
  },
  {
    "uid": "instructor_86a74400f0ff8de7f1307de5",
    "name": "MICHAEL SCHLICTING",
    "count": 67,
    "terms": [
      {
        "term": "1262",
        "count": 33,
        "sections": 2,
        "gpa": 3.696969696969697
      },
      {
        "term": "1264",
        "count": 34,
        "sections": 2,
        "gpa": 3.7941176470588234
      }
    ]
  }
]
```

## following

None recorded.
