Fall 2026

Digital Technologies for Animal Monitoring

ANSCI/BSE 344 introduces sensor technology and AI applications for animal monitoring and veterinary medicine.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=14 letter grades); Spring 2025: 3.78 GPA, 88.0% A/AB (n=25 letter grades); Spring 2026: 3.77 GPA, 88.5% A/AB (n=26 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

(MATH 112, 114, 171, or placement into MATH 221) or graduate/professional standing

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    • graduate/professional standing
    take one
ANSCI/BSE 344

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

Prerequisite text tree
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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

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SectionModeEnrolled / capacityWaitlist

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

Meeting source records

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Student experience

the class

Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=14 letter grades); Spring 2025: 3.78 GPA, 88.0% A/AB (n=25 letter grades); Spring 2026: 3.77 GPA, 88.5% A/AB (n=26 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Sensor technology for animal monitoring
  • Artificial Intelligence in veterinary medicine
  • Computer-aided diagnosis
  • Farm management optimization

Skills

  • Application of AI systems for animal monitoring and diagnosis
  • Optimizing farm management decisions using technology

Grades

Latest available · Spring 2026— 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 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

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Student reviews

Original comments behind the course and instructor summaries.

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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": "70ffc477d7669f6d7db55b69ce4f17b7faf043e9e522b9935125f36ec5216554",
  "requirements_status": "needs_review",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}