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.

Lesson Slides Hands-on
Advanced CLI in Galaxy
CLI basics in Galaxy
CLI Educational Game - Bashcrawl

R

These lessons focus on coding in R, using Galaxy analysis outputs as their basis.

Lesson Slides Hands-on
R basics in Galaxy
Advanced R in Galaxy

SQL

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

Lesson Slides Hands-on
Advanced SQL
Introduction to SQL
SQL Educational Game - Murder Mystery
SQL with Python
SQL with R

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.

Maintainers

This material is maintained by:

AvatarHelena Rasche AvatarSaskia Hiltemann AvatarFotis E. Psomopoulos AvatarBérénice Batut AvatarYvan 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:

AvatarThe Carpentries AvatarHelena Rasche AvatarBazante Sanders AvatarDonny Vrins AvatarNU Knight Lab AvatarBérénice Batut AvatarFotis E. Psomopoulos AvatarToby Hodges