Statistics for Chemical Engineers

CBE 355 teaches statistics, data science, and machine learning concepts applied to chemical engineering problems.

offering recorded3 credits
Recorded instructors · Fall 2026 Mike Graham

Summary

1 / 2

Recent recorded grades — Spring 2026: 3.44 GPA, 66.7% A/AB (n=9 letter grades).

Grade history

average GPA
letter grades
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AB
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All recorded terms · compare terms & instructors

Prerequisites

Course map

(MATH 234 or 375) and CBE 255

CBE 355

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

Prerequisite text tree

Professors

Fall 2026
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
LEC 001Classroom Instruction31 / 630

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

Meeting source records

Student experience

the class

Recent recorded grades — Spring 2026: 3.44 GPA, 66.7% A/AB (n=9 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Random variables and estimation
  • Statistical data analysis and learning
  • Decision-making under uncertainty

Skills

  • Applying statistics, data science, and machine learning to chemical engineering
  • Statistical data analysis, estimation, and decision-making under uncertainty

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
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

Observations at scan time; dates do not imply when a catalog change took effect.

Selected offering source records
CBE 355 · Fall 2026

Statistics for Chemical Engineers

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": "1272:220:026922",
    "course_id": "CBE 355",
    "course_uid": "course_da3dccc0dde92f8cdd8d880b",
    "term_id": "1272",
    "source_course_id": "026922",
    "source_subject_id": "220",
    "title": "Statistics for Chemical Engineers",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Not Applicable"
  }
]
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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

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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": "8c37769492f8846a9df3e298fb3ed389a24dd0be67e6eafa5fdc9f454c4b7249",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}