# EPD 613: International Engineering Strategies and Practices | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EPD_613)

## 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
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* 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

cb16bc0c3ff61eb7724f729c7857b07ee5623a24e3818b6845b82f022098a550

### course id

EPD 613

### course uid

course\_8de8cdf300d215cad9c9bee9

### catalog version id

fdaa5f6a8a5df2bf98a1462cbfecf54d11b09942733ba383a95bf46a866596de

### course number

613

### subjects

* EPD

### title

INTERNATIONAL ENGINEERING STRATEGIES AND PRACTICES

### description

Provides a deeper understanding of various elements of culture related to business, avoiding the pitfalls, and finding the complementary strengths that will benefit the business. International strategy and the managerial implications such as product, country, location, and organization choices for a multinational engineering operation will be assessed, analyzed and applied. Further discussion will be focused on multi-cultural organization issues and exploring best practices.

### requirements text

Graduate/professional standing

### credits min

3

### credits max

3

### credit offering ids

* 1272:348:021258

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

8230e3e09e3f8e691a16fb19baed3b326b47ea22cee3edc93ed3e0bf65393a67

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

EPD 613 teaches international engineering strategies and practices, focusing on cultural elements in business and multinational operations.

### llm topics

* Cultural elements in business
* International strategy and managerial implications
* Product, country, location, and organization choices
* Multi-cultural organization issues

### llm skills

* Assessing, analyzing, and applying international strategy and managerial implications
* Identifying complementary strengths in cross-cultural business contexts
* Exploring best practices in multi-cultural organization issues

### llm assumed background

None recorded.

### llm search phrases

* international engineering strategies
* multinational engineering operation
* multi-cultural organization
* business culture engineering

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

af8b628ece65fd210a1d9138cf6d8b24373a3b5546fb9e605855568fdc1f50c5

#### course id

EPD 613

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_764778dccda9fd07bbcbead2",
    "message": "No course-specific reviews available",
    "name": "Heather Smith",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "EPD 613",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
            "source_record": {
              "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          },
          {
            "course_id": "EPD 613",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
            "source_record": {
              "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
              "file": "tables/observations.parquet",
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            "table": "section_grades_latest",
            "term_id": "1252",
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          {
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            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
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              "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
              "file": "tables/observations.parquet",
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              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Fall 2024: 3.77 GPA, 86.7% A/AB (n=15 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades). Includes jointly taught sections."
      }
    ]
  },
  {
    "instructor_uid": "instructor_cb4089e47f89fdf84f5961bb",
    "message": "No course-specific reviews available",
    "name": "Jason Lin",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "EPD 613",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
            "source_record": {
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            "type": "grade"
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          {
            "course_id": "EPD 613",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
            "source_record": {
              "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1252",
            "type": "grade"
          },
          {
            "course_id": "EPD 613",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
            "source_record": {
              "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2023: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Fall 2024: 3.77 GPA, 86.7% A/AB (n=15 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades). Includes jointly taught sections."
      }
    ]
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2023: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Fall 2024: 3.77 GPA, 86.7% A/AB (n=15 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades).

```json
{
  "citations": [
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

HEATHER SMITH is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

JASON LIN is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
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      "section_number": 1,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
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        "file": "tables/observations.parquet",
        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1232",
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    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "EPD 613",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
      "source_record": {
        "entity_id": "5863d4e5-1d3b-39fc-8cc3-6de7ef503f56",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### 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

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name          | email                   | first\_observed\_at              | last\_observed\_at               | instructor\_url             |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ------------- | ----------------------- | -------------------------------- | -------------------------------- | --------------------------- |
| instructor\_764778dccda9fd07bbcbead2 | enrollment | hdsmith2               | netid           | source\_identified | Heather Smith | HEATHER.SMITH\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/HEATHER\_SMITH |
| instructor\_cb4089e47f89fdf84f5961bb | enrollment | jclin3                 | netid           | source\_identified | Jason Lin     | JASONCLIN42\@GMAIL.COM  | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/JASON\_LIN     |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:348:021258",
    "course_id": "EPD 613",
    "course_uid": "course_8de8cdf300d215cad9c9bee9",
    "term_id": "1272",
    "source_course_id": "021258",
    "source_subject_id": "348",
    "title": "International Engineering Strategies and Practices",
    "credits_min": 3,
    "credits_max": 3,
    "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:1272:19468",
    "term_id": "1272",
    "source_section_id": "19468",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Online Only",
    "capacity": 22,
    "enrolled": 13,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
  {
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    "source": "madgrades",
    "source_instructor_id": "306842",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "DONALD SCHRAMM",
    "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": 4,
      "graded": 411,
      "counts": [
        411,
        0,
        0,
        0,
        0,
        0,
        0
      ],
      "sections": 18
    },
    "instructor_url": "/instructors/DONALD_SCHRAMM--instructor_65b0bb2353fb3360e99b72fe"
  },
  {
    "instructor_uid": "instructor_27cedf4b233a3f3ce87613a4",
    "source": "madgrades",
    "source_instructor_id": "826731",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JASON LIN",
    "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": 3.841,
      "graded": 173,
      "counts": [
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        5,
        0,
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        0,
        0
      ],
      "sections": 8
    },
    "instructor_url": "/instructors/JASON_LIN--instructor_27cedf4b233a3f3ce87613a4"
  },
  {
    "instructor_uid": "instructor_f744d3c59b049c1e324844b9",
    "source": "madgrades",
    "source_instructor_id": "6306740",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HEATHER SMITH",
    "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": 3.829,
      "graded": 659,
      "counts": [
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      ],
      "sections": 37
    },
    "instructor_url": "/instructors/HEATHER_SMITH--instructor_f744d3c59b049c1e324844b9"
  },
  {
    "instructor_uid": "instructor_764778dccda9fd07bbcbead2",
    "source": "enrollment",
    "source_instructor_id": "hdsmith2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Heather Smith",
    "email": "HEATHER.SMITH@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/HEATHER_SMITH"
  },
  {
    "instructor_uid": "instructor_cb4089e47f89fdf84f5961bb",
    "source": "enrollment",
    "source_instructor_id": "jclin3",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Jason Lin",
    "email": "JASONCLIN42@GMAIL.COM",
    "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/JASON_LIN"
  }
]
```

### grades

```json
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    "course_uid": "course_8de8cdf300d215cad9c9bee9",
    "term_id": "1072",
    "term_name": "Fall 2006",
    "instructors": [
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    ],
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  },
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    "term_id": "1082",
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      "DONALD SCHRAMM"
    ],
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    ]
  },
  {
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    "course_id": "EPD 613",
    "course_uid": "course_8de8cdf300d215cad9c9bee9",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Heather Smith",
      "Jason Lin"
    ],
    "a": 9,
    "ab": 3,
    "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": 12,
    "source_aliases": [
      "EPD 613"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EPD 613",
    "course_uid": "course_8de8cdf300d215cad9c9bee9",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Heather Smith",
      "Jason Lin"
    ],
    "a": 12,
    "ab": 1,
    "b": 1,
    "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": 15,
    "source_aliases": [
      "EPD 613"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EPD 613",
    "course_uid": "course_8de8cdf300d215cad9c9bee9",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Heather Smith",
      "Jason Lin"
    ],
    "a": 8,
    "ab": 0,
    "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": 8,
    "source_aliases": [
      "EPD 613"
    ]
  }
]
```

### statistics

#### gpa

3.945

#### graded

502

#### counts

* 455
* 41
* 5
* 0
* 1
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_8de8cdf300d215cad9c9bee9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_8de8cdf300d215cad9c9bee9-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_8de8cdf300d215cad9c9bee9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_8de8cdf300d215cad9c9bee9-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_8de8cdf300d215cad9c9bee9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_8de8cdf300d215cad9c9bee9-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_8de8cdf300d215cad9c9bee9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_8de8cdf300d215cad9c9bee9-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.945219123505976

#### count

502

#### university

##### size

4108

##### gpa Percentile

85

##### count Percentile

74

##### median Count

184

##### 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 | 13    | false   |
| 2.8–3.2 | 314   | false   |
| 3.2–3.6 | 1169  | false   |
| 3.6–4.0 | 2611  | true    |

#### departments

```json
[
  {
    "subject": "EPD",
    "comparison": {
      "size": 28,
      "gpaPercentile": 81,
      "countPercentile": 93,
      "medianCount": 88.5,
      "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": 3,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 25,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1072

##### term

1072

##### gpa

4

##### count

27

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1082

##### term

1082

##### gpa

4

##### count

26

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1092

##### term

1092

##### gpa

4

##### count

30

##### university

###### size

732

###### gpa Percentile

97

###### count Percentile

0

###### 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 | 41    | false   |
| 2.8–3.2 | 208   | false   |
| 3.2–3.6 | 271   | false   |
| 3.6–4.0 | 211   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1102

##### term

1102

##### gpa

4

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1112

##### term

1112

##### gpa

4

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1122

##### term

1122

##### gpa

4

##### count

30

##### university

###### size

804

###### gpa Percentile

97

###### count Percentile

0

###### 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 | 3     | false   |
| 2.4–2.8 | 47    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 282   | false   |
| 3.6–4.0 | 248   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1132

##### term

1132

##### gpa

4

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1142

##### term

1142

##### gpa

4

##### count

29

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1152

##### term

1152

##### gpa

4

##### count

31

##### university

###### size

918

###### gpa Percentile

97

###### count Percentile

2

###### median Count

65

###### 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 | 33    | false   |
| 2.8–3.2 | 227   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 286   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1162

##### term

1162

##### gpa

4

##### count

28

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1172

##### term

1172

##### gpa

4

##### count

42

##### university

###### size

991

###### gpa Percentile

97

###### count Percentile

24

###### median Count

67

###### 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 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | false   |
| 3.6–4.0 | 390   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1192

##### term

1192

##### gpa

3.6875

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1202

##### term

1202

##### gpa

3.816666666666667

##### count

30

##### university

###### size

1102

###### gpa Percentile

78

###### count Percentile

0

###### median Count

68

###### 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 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1212

##### term

1212

##### gpa

3.8375

##### count

40

##### university

###### size

1111

###### gpa Percentile

74

###### count Percentile

19

###### median Count

68

###### 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 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1222

##### term

1222

##### gpa

3.9285714285714284

##### count

21

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1232

##### term

1232

##### gpa

3.9347826086956523

##### count

23

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1242

##### term

1242

##### gpa

3.875

##### count

12

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1252

##### term

1252

##### gpa

3.7666666666666666

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

#### 1262

##### term

1262

##### gpa

4

##### count

8

##### departments

| subject | comparison |
| ------- | ---------- |
| EPD     |            |

### benchmarks

#### all

##### school

###### size

4108

###### gpa

3.6554299670036974

###### top Share

81.61699176871964

###### count

184

##### EPD

###### size

28

###### gpa

3.8111983383456116

###### top Share

92.51362516728173

###### count

88.5

#### terms

##### 1072

###### school

###### size

723

###### gpa

3.344595727439471

###### top Share

62.012941427864526

###### count

67

##### 1082

###### school

###### size

723

###### gpa

3.3583896732335172

###### top Share

62.932746798940194

###### count

68

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_65b0bb2353fb3360e99b72fe",
    "name": "DONALD SCHRAMM",
    "count": 329,
    "terms": [
      {
        "term": "1072",
        "count": 27,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1082",
        "count": 26,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1092",
        "count": 30,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1102",
        "count": 28,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1112",
        "count": 29,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1122",
        "count": 30,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1132",
        "count": 29,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1142",
        "count": 29,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1152",
        "count": 31,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1162",
        "count": 28,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1172",
        "count": 42,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_27cedf4b233a3f3ce87613a4",
    "name": "JASON LIN",
    "count": 173,
    "terms": [
      {
        "term": "1192",
        "count": 24,
        "sections": 1,
        "gpa": 3.6875
      },
      {
        "term": "1202",
        "count": 30,
        "sections": 1,
        "gpa": 3.816666666666667
      },
      {
        "term": "1212",
        "count": 40,
        "sections": 1,
        "gpa": 3.8375
      },
      {
        "term": "1222",
        "count": 21,
        "sections": 1,
        "gpa": 3.9285714285714284
      },
      {
        "term": "1232",
        "count": 23,
        "sections": 1,
        "gpa": 3.9347826086956523
      },
      {
        "term": "1242",
        "count": 12,
        "sections": 1,
        "gpa": 3.875
      },
      {
        "term": "1252",
        "count": 15,
        "sections": 1,
        "gpa": 3.7666666666666666
      },
      {
        "term": "1262",
        "count": 8,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_f744d3c59b049c1e324844b9",
    "name": "HEATHER SMITH",
    "count": 119,
    "terms": [
      {
        "term": "1212",
        "count": 40,
        "sections": 1,
        "gpa": 3.8375
      },
      {
        "term": "1222",
        "count": 21,
        "sections": 1,
        "gpa": 3.9285714285714284
      },
      {
        "term": "1232",
        "count": 23,
        "sections": 1,
        "gpa": 3.9347826086956523
      },
      {
        "term": "1242",
        "count": 12,
        "sections": 1,
        "gpa": 3.875
      },
      {
        "term": "1252",
        "count": 15,
        "sections": 1,
        "gpa": 3.7666666666666666
      },
      {
        "term": "1262",
        "count": 8,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
