Introduction to Data Driven Life Sciences

PURL: https://gxy.io/GTN:P00017
Comment: What is a Learning Pathway?
A graphic depicting a winding path from a start symbol to a trophy, with tutorials along the way
We recommend you follow the tutorials in the order presented on this page. They have been selected to fit together and build up your knowledge step by step. If a lesson has both slides and a tutorial, we recommend you start with the slides, then proceed with the tutorial.

This learning path starts with the history of biology and takes you on a journey through fundamental data analysis techniques and their applications.

Module 1: History

Knowing history is essential for understanding how we arrived to the current state of affairs in our field

Lesson Slides Hands-on Recordings
A (very) brief history of genomics
work-in-progress

Module 2: Data Processing Tooling

Before jumping to Biology we need to review basic data processing machinery

Lesson Slides Hands-on Recordings
CLI basics
bash jupyter-notebook
Advanced CLI in Galaxy
bash jupyter-notebook
Introduction to Python
Introduction to sequencing with Python (part one)
work-in-progress
Introduction to sequencing with Python (part two)
work-in-progress
Introduction to sequencing with Python (part three)
work-in-progress
Introduction to sequencing with Python (part four)
work-in-progress
Data manipulation with Pandas
work-in-progress

Editorial Board

This material is reviewed by our Editorial Board:

Anton Nekrutenko avatar Anton Nekrutenko