Measurements and Instrumentation for Biological Systems

Covers principles of instrumentation, measurement systems, and experimental data analysis for biological parameters.

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

Summary

1 / 5

Historical reviews for Robert Anex describe his course as difficult and challenging. Historical reviews for Sundaram Gunasekaran also consider the course hard, noting a strict grading curve.

Grade history

average GPA
letter grades
A
AB
B
BC
C
D
F

All recorded terms · compare terms & instructors

Prerequisites

Course map

Declared in Biological Systems Engineering or Environmental Engineering BS

    • Declared in Biological Systems Engineering or Environmental Engineering BS
    • Declared in Biological Systems Engineering or Environmental Engineering BS
    take one
BSE 365

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

Prerequisite text tree
  • Any of
    • Declared in Biological Systems Engineering or Environmental Engineering BS
    • Declared in Biological Systems Engineering or Environmental Engineering BS

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

Historical reviews of Sundaram Gunasekaran: Sundaram Gunasekaran is extremely knowledgeable but not lenient with grading curves and frequently calls on unraised students. Reviewers note the class is difficult under his instruction.

ROBERT ANEX is recorded teaching in Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

SUNDARAM GUNASEKARAN is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2016. 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

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

Meeting source records

No records available.

Student experience

the class

Historical reviews for Robert Anex are polarized, with many describing his teaching as disorganized and condescending, while one recent reviewer praises his accessibility and rigor.

Recent recorded grades — Spring 2024: 3.12 GPA, 35.0% A/AB (n=40 letter grades); Spring 2025: 3.02 GPA, 38.6% A/AB (n=44 letter grades); Spring 2026: 2.79 GPA, 20.5% A/AB (n=39 letter grades).

difficulty & workload

Historical reviews for Robert Anex describe his course as difficult and challenging. Historical reviews for Sundaram Gunasekaran also consider the course hard, noting a strict grading curve.

Students report frustration with historical reviews of Robert Anex's teaching, which leaves them confused and feeling they learned little beyond basic algebra.

Topics

  • Instrumentation and measurement systems
  • Experimental data analysis
  • Electronic components
  • Biological system parameters (temperature, force, flow)

Skills

  • Analyze experimental data
  • Apply instrumentation to biological systems

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

Where this course fits relative to

Latest available grades · Spring 2026 · all course levels

GPA

Higher than % of other courses in this group.

Course GPAs · red marks this course’s range

letter grades

More recorded grades than % of other courses in this group.

Typical course in this group: letter grades.

About this comparison

1283 courses over the same term, each with at least 30 recorded letter grades. Cross-listed courses count once. GPA is not a measure of difficulty or teaching quality. The typical course is the median by recorded grade count; tied values are not counted as lower. Grade counts describe course scale, not unique students or typical section size.

Descriptions compare GPA with this group’s average: at least 0.20 higher or lower; otherwise close to average. Section size uses median recorded enrollment: small up to 30, mid-sized 31–99, large 100+. Lectures and discussion/lab sections are described separately.

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

No offering records for the selected term.

Raw records
[]
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Student reviews

Original comments behind the course and instructor summaries.

Read original reviews
Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

Explore recorded grades
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": "da6bc76f8e21744e9987056f03ec6b83ea9d3cf8c2d943e16d6bdf6ab3520117",
  "requirements_status": "needs_review",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}