Fall 2026

Industrial Applications in Regulatory Affairs

Industrial Applications in Regulatory Affairs examines regulatory environments and risk-based assessment for biotechnological developments in industry, agriculture, and probiotics.

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Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Spring 2024: 3.43 GPA, 85.7% A/AB (n=7 letter grades); Spring 2025: 3.75 GPA, 83.3% A/AB (n=12 letter grades); Spring 2026: 3.58 GPA, 83.3% A/AB (n=12 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

ABT 700, 705, and 710

ABT 745

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Prerequisite text tree

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

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Calendar & sections

Fall 2026

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Student experience

the class

Recent recorded grades — Spring 2024: 3.43 GPA, 85.7% A/AB (n=7 letter grades); Spring 2025: 3.75 GPA, 83.3% A/AB (n=12 letter grades); Spring 2026: 3.58 GPA, 83.3% A/AB (n=12 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Biotechnological developments in industry, agriculture, and probiotics
  • Consumer and environmental protection
  • Regulatory oversight and policy case studies

Skills

  • Risk-based assessment of biotechnological developments
  • Technology validation for product viability
  • Stakeholder analysis in regulatory oversight

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

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AB
B
BC
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D
F

Grades over time

Through Spring 2026

More grade details Grade mix, volume & source data

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Sources & history

UW–Madison

Catalog & offerings

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Catalog observation history

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Grade history

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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": "1971bf4dde76df0f338a53b2e68dc265634f24c2b6101478a9ef0c911047e1f9",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}