Fall 2026

Design and Analysis of Biological Studies

ANSCI 865 teaches experimental design and data analysis for biological studies, focusing on generalized linear models.

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

Summary

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Recent recorded grades — Spring 2024: 3.35 GPA, 58.1% A/AB (n=31 letter grades); Spring 2025: 3.46 GPA, 66.7% A/AB (n=24 letter grades); Spring 2026: 3.21 GPA, 51.7% A/AB (n=29 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
ANSCI 865 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
  • Graduate/professional standing

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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SectionModeEnrolled / capacityWaitlist

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Meeting source records

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Student experience

the class

Recent recorded grades — Spring 2024: 3.35 GPA, 58.1% A/AB (n=31 letter grades); Spring 2025: 3.46 GPA, 66.7% A/AB (n=24 letter grades); Spring 2026: 3.21 GPA, 51.7% A/AB (n=29 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Generalized linear models
  • Experimental design
  • Data analysis
  • Biological studies applications

Skills

  • Fundamentals of generalized linear models, experimental design, and data analysis
  • Interpreting research results based on statistical implications

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

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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": "138ddce15e76958c3d27204c6cc5aee52ac32bf5a0dd4e45a80785034515cfb9",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}