Foundations of Data Science

These lessons will help you get your feet in data science and give you tools to help you slice and dice your data into results.

Material

Data Manipulation Olympics

These tutorials take the same dataset, and show you how to slice and dice it in numerous languages

Bash

These lessons focus on using the Command Line Interface (CLI) and Bash for processing data.

Python

These lessons focus on coding in Python

Python (Modular)

These lessons cover coding in Python except they attempt to be very modular, having few interdependencies, allowing you to re-arrange or insert them in your existing course curriculum as needed.

R

These lessons focus on coding in R

SQL

Here you'll learn to use SQL to query databases and extract meaningful results from them.

Scientific Workflow Management Systems

Here you can find brief tutorials on a couple different workflow engines that you might encounter in the wild.

Introduction to Genomics

A data- and galaxy-driven introduction to genomics

Other

Assorted Tutorials

Frequently Asked Questions

Common questions regarding this topic have been collected on a dedicated FAQ page . Common questions related to specific tutorials can be accessed from the tutorials themselves.

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Community Resources

Editorial Board

This material is reviewed by our Editorial Board:

Helena Rasche

Saskia Hiltemann

Fotis E. Psomopoulos

Bérénice Batut

Yvan Le Bras

Contributors

This material was contributed to by:

Yongbin Li

Fotis E. Psomopoulos

Toby Hodges

Bazante Sanders

Nate Coraor

Helena Rasche

Björn Grüning

Simon Gladman

Saskia Hiltemann

Peter van Heusden

Donny Vrins

Anton Nekrutenko

Sofoklis Keisaris

Maria Christina Maniou

Beatriz Serrano-Solano

Cristóbal Gallardo

NU Knight Lab

Marius van den Beek

Lisanna Paladin

Mateusz Kuzak

Anthony Bretaudeau

Bérénice Batut

Wendi Bacon

Martin Čech

Teresa Müller

Funding

These individuals or organisations provided funding support for the development of this resource

Avans

The Carpentries

BioNT

Co-funded by the European Union

Gallantries

This project (2020-1-NL01-KA203-064717) is funded with the support of the Erasmus+ programme of the European Union. Their funding has supported a large number of tutorials within the GTN across a wide array of topics.