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ComputingLifeSci

A complete computational biology curriculum — 23 courses covering programming, databases, machine learning, genomics and research infrastructure. Written for biologists, not computer scientists.

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Programming for Biology

Python for Biologists
R for Biologists
Perl for Biologists
MATLAB for Biologists
SAS for Biologists
BioJava for Biologists

Data & Databases

SQL for Biological Databases
Bioinformatics Databases
Big Data Mining for Biologists

AI & Machine Learning

Machine Learning for Biologists
Artificial Intelligence for Biologists
MLOps for Biologists
AI Tools for the Bioinformatics Lab

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Courses/Infrastructure & Research Tools

Nextflow & Snakemake

Name: Nextflow & Snakemake
Price: 1 USD
Availability: InStock

Reproducible bioinformatics workflow engineering

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Build pipelines that survive contact with real data. Linux and Bash foundations, DAGs and reproducibility, Nextflow DSL2 channels/processes/modules/profiles/containers, cloud and cluster execution, a Snakemake deep dive, nf-core standards, benchmarking, CI/CD and capstone pipelines.

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2 chapters are free to read. The remaining 52 unlock with a subscription.