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

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.

Other

Assorted Tutorials

Frequently Asked Questions

Maintainers

This material is maintained by:

Helena Rasche

Saskia Hiltemann

Fotis E. Psomopoulos

Bérénice Batut

Yvan Le Bras

For any question related to this topic and the content, you can contact them or visit our Gitter channel.

Contributors

This material was contributed to by:

The Carpentries

Maria Christina Maniou

Sofoklis Keisaris

Avans Hogeschool

Bazante Sanders

Helena Rasche

Marius van den Beek

Fotis E. Psomopoulos

Erasmus+ Programme

NU Knight Lab

Saskia Hiltemann

Bérénice Batut

Donny Vrins

Toby Hodges

Peter van Heusden