Fall 2026

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

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average GPA
letter grades
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AB
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BC
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Prerequisites

Course map

L I S/​COM ARTS 705

LIS 706

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

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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
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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

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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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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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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"
}