Data Mining Planning and Management

LIS 706 teaches planning, management, and assessment of data mining projects, including ethics, evaluation, and techniques like clustering and prediction.

offering recorded3 credits
Recorded instructors · Fall 2026 B. Hutchins

Summary

1 / 3

Recent recorded grades — Fall 2023: 3.95 GPA, 100.0% A/AB (n=11 letter grades); Spring 2024: 3.93 GPA, 100.0% A/AB (n=36 letter grades); Fall 2025: 3.79 GPA, 92.9% A/AB (n=14 letter grades).

Grade history

average GPA
letter grades
A
AB
B
BC
C
D
F

All recorded terms · compare terms & instructors

Prerequisites

Course map

L I S/​COM ARTS 705

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree

Professors

Fall 2026

Recent recorded grades — Fall 2020: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2022: 4.00 GPA, 100.0% A/AB (n=13 letter grades); Fall 2025: 3.79 GPA, 92.9% A/AB (n=14 letter grades).

Historical instructors & teaching patterns

B. HUTCHINS is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

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

Calendar & sections

Fall 2026

Schedule loads here as you scroll.

SectionModeEnrolled / capacityWaitlist
LEC 001Classroom Instruction10 / 200
LEC 002Classroom Instruction0 / 100

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

Meeting source records

Student experience

the class

Recent recorded grades — Fall 2023: 3.95 GPA, 100.0% A/AB (n=11 letter grades); Spring 2024: 3.93 GPA, 100.0% A/AB (n=36 letter grades); Fall 2025: 3.79 GPA, 92.9% A/AB (n=14 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Data mining project stages
  • Evaluation frameworks
  • Data ethics
  • Clustering, classification, prediction, and network analysis

Skills

  • Data mining project planning and management
  • Project evaluation frameworks
  • Data ethics principles
  • Data clustering, classification, prediction, and network identification

Grades

Latest available · Fall 2025— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Fall 2025

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.

Selected offering source records
LIS 706 · Fall 2026

Data Mining Planning and Management

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": "1272:544:025061",
    "course_id": "LIS 706",
    "course_uid": "course_d9e4488d09284d500b81d51e",
    "term_id": "1272",
    "source_course_id": "025061",
    "source_subject_id": "544",
    "title": "Data Mining Planning and Management",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall, Spring"
  }
]
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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

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Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "b32d2f7ceb86cef0d62e809347a62847b20043d24aa406716d973e89642735d7",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}