BioPlayground Education

From Wet Bench to Dev Bench

Coding education tailored for life science researchers with zero programming experience. Every example starts with DNA, genes, and proteins — your research data.

Common Basics

Start Here

Common Basics

No coding experience needed. Learn Bash, Python, and Git with bio-domain examples.

Unix/BashPythonGit

Bio Data Analysis

MVP

Track A-1: Data Analysis

Kaplan-Meier survival curves, volcano plots, gene clustering — create the figures you see in papers.

matplotlibseabornpandasscikit-learn

Bio Web Development

Track A-2: Web Development

From HTML/CSS to React. Build experiment protocol pages, DNA GC calculators, and bio dashboards.

HTML/CSSJavaScriptNode.jsReact

Applied Tools

Applied

Track B-1: Applied Tools

Combine DryBench concepts to build real-world bio tools you can use in papers and experiments.

PipelineAlgorithmBio Tools

AI × Bio Applied

AI × Bio

Phase 4: AI × Bio Applied

LLM clinical IE, protein embeddings + FAISS, CRISPR gRNA scoring, GNN drug-target prediction — 15 methodology deep dives that graft modern AI onto real bio pipelines.

LLMFAISSCRISPRGNN

Bio Dev Stories

Real Project Stories

TCGA survival analysis, GTEx expression, CRISPR mapping — real stories behind BioPlayground tools.

TCGAGTExCRISPRPipeline

Not sure where to start? Start with Common Basics