Spring 2027

Application of Bioinformatics

Application of Bioinformatics explores existing bioinformatic tools and implements pre-coded solutions for data acquisition, analysis, visualization, and structural modeling, culminating in a multi-system workflow project.

no offering record for this termCredits unavailable
Recorded instructors · Spring 2027 No instructors listed

Summary

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Lectures are small, with a median of 2 enrolled students in the recorded sections.

Section enrollment · Fall 2026 snapshot ↗

What you’ll be able to do

  • Identify and demonstrate use of existing databases for genomic, transcriptomic, proteomic, and metabolomics analysis

  • Describe construction and limitations for existing databases

  • Identify and demonstrate existing tools for sequence analysis

  • Identify and critique methods and tools for annotation of genomes and phylogentic analysis

  • Identify and critique methods for assigning protein structure and function and metabolite profiles

  • Describe and select best practices in adapting and editing existing tools

  • Identify methods for developing multi-tool workflows; build, analyze, and critque functional workflows

Source: UW Guide

Grade history

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letter grades

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Prerequisites

Course map

ABT 720 and 730

ABT 785

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Professors

Spring 2027

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Calendar & sections

Spring 2027

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Student experience

the class

Exploration and application of existing bioinformatic tools. Implementation of pre-coded solutions to data acquisition, wrangling, analysis, visualization, and structural modeling problems. Complete a project that generates a multi-system workflow to solve bioinformatic problems.

difficulty & workload

No workload feedback recorded.

Topics

  • Genomic, transcriptomic, proteomic, and metabolomics databases
  • Sequence analysis
  • Genome annotation and phylogenetic analysis
  • Protein structure, function, and metabolite profiling
  • Data acquisition, wrangling, analysis, visualization, and structural modeling

Skills

  • Using existing databases for genomic, transcriptomic, proteomic, and metabolomics analysis
  • Applying existing tools for sequence analysis
  • Critiquing methods and tools for genome annotation and phylogenetic analysis
  • Assigning protein structure, function, and metabolite profiles
  • Adapting and editing existing bioinformatics tools
  • Developing, building, analyzing, and critiquing multi-tool workflows

Grades

Instructor

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Sources & history

UW–Madison

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Model outputs & technical records
Qwen/Qwen3.8-27B
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
{
  "model": "Qwen/Qwen3.8-27B",
  "model_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
  "task_version": "17",
  "output_id": "4ec6942984b1188112e8c84cff9cbeae65178961b2d3fbf9857cf5d57d08831a",
  "requirements_status": "valid",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}