Fall 2026

Data Exploration with SQL and Artificial Intelligence (ai)

GENBUS 882 teaches data exploration with SQL and AI, focusing on generating and auditing SQL code.

offering recorded2 credits

Recorded instructors · Fall 2026 No instructors listed

Summary

1 / 2

Recent recorded grades — Spring 2025: 3.92 GPA, 100.0% A/AB (n=40 letter grades); Fall 2025: 3.86 GPA, 92.9% A/AB (n=42 letter grades); Spring 2026: 3.90 GPA, 95.2% A/AB (n=21 letter grades).

Grade history

↗

average GPA
letter grades

All recorded terms · compare terms & instructors

Prerequisites

Course map

Graduate/professional standing or declared in graduate Business Exchange program

- Graduate/professional standing
- declared in graduate Business Exchange program
take one

GENBUS 882 used by

“Used by” includes alternatives; linked courses may have other requirements. This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree

Any of
- Graduate/professional standing
- declared in graduate Business Exchange program

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

Schedule loads here as you scroll.

Section	Mode	Enrolled / capacity	Waitlist

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections.

Meeting source records

No records available.

Student experience

the class

Recent recorded grades — Spring 2025: 3.92 GPA, 100.0% A/AB (n=40 letter grades); Fall 2025: 3.86 GPA, 92.9% A/AB (n=42 letter grades); Spring 2026: 3.90 GPA, 95.2% A/AB (n=21 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

SQL statements and data analysis
AI-integrated SQL generation
Accuracy and reliability of AI outputs

Skills

Data exploration and analysis using SQL
Integration of AI to generate SQL code
Auditing and troubleshooting AI-generated SQL outputs

Grades

Latest available · Spring 2026— not enough history to project Fall 2026.

Grade distribution · % of letter grades

Grades over time

Through Spring 2026

More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

Observations at scan time; dates do not imply when a catalog change took effect.

Download part 1

Selected offering source records

GENBUS 882 · Fall 2026

Data Exploration with SQL and Artificial Intelligence (AI)

Recorded 2026-09-07

Raw records

[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:231:026421",
    "course_id": "GENBUS 882",
    "course_uid": "course_8a0780473a26d22f1a8670c2",
    "term_id": "1272",
    "source_course_id": "026421",
    "source_subject_id": "231",
    "title": "Data Exploration with SQL and Artificial Intelligence (AI)",
    "credits_min": 2,
    "credits_max": 2,
    "typically_offered": "Not Applicable"
  }
]

Rate My Professors

Student reviews

Original comments behind the course and instructor summaries.

Read original reviews

No records available.

Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades

Model outputs & technical records

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

LLM outputs across runs

Download part 1

Full model traces

Recorded model configuration, reasoning, and tool conversations.

Download part 1

Model & dataset provenance

{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "50e69436745ea7b59b68d629b8cabdb38aefd96f413c8af56d22784a89c8011d",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}