The Carpentries Incubator
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Using High-Performance Computing Systems
Contributors
ocaisa ocaisa
Andrew Reid Andrew Reid
Mike Renfro Mike Renfro
Jeff Stafford Jeff Stafford
Sabry Razick Sabry Razick
+ 44 more
High performance computing
Days since last push
3
License
other
Intermediate Research Software Development Skills (Python)
Contributors
Aleksandra Nenadic Aleksandra Nenadic
Steve Crouch Steve Crouch
Thomas Kiley Thomas Kiley
Matthew Matthew
James Graham James Graham
+ 35 more
Python
Days since last push
3
License
other
Python Testing and Continuous Integration
Contributors
Greg Wilson Greg Wilson
Katy Huff Katy Huff
François Michonneau François Michonneau
Liam_Thompson Liam_Thompson
Andy Boughton Andy Boughton
+ 27 more
Python
Days since last push
1524
License
other
Reproducible Computational Environments using Containers
Contributors
Raniere Silva Raniere Silva
François Michonneau François Michonneau
Greg Wilson Greg Wilson
Sarah Stevens Sarah Stevens
Christina K. Christina K.
+ 60 more
Containerization Docker
Days since last push
3
License
other
Introduction to Conda for (Data) Scientists
Contributors
Raniere Silva Raniere Silva
David R. Pugh David R. Pugh
Greg Wilson Greg Wilson
François Michonneau François Michonneau
Maxim Belkin Maxim Belkin
+ 45 more
Python Reproducibility
Days since last push
1309
License
other
fMRI Imaging Analysis
Contributors
Jerry Jeyachandra Jerry Jeyachandra
Michael Joseph Michael Joseph
Jon Haitz Legarreta Gorroño Jon Haitz Legarreta Gorroño
Toby Hodges Toby Hodges
Mike Schmidt Mike Schmidt
+ 3 more
Image analysis
Days since last push
3
License
other
Structural Neuroimaging Analysis in Python
Contributors
Nikhil Bhagwat Nikhil Bhagwat
Swapna Premasiri Swapna Premasiri
Jon Haitz Legarreta Gorroño Jon Haitz Legarreta Gorroño
Michael Michael
Jean-Baptiste Poline Jean-Baptiste Poline
+ 1 more
Image analysis
Days since last push
3
License
other
Workflow management with Nextflow and nf-core
Contributors
Graeme Grimes Graeme Grimes
Mahesh Binzer-Panchal Mahesh Binzer-Panchal
Robert (Bob) Turner Robert (Bob) Turner
Nurlan Kerimov Nurlan Kerimov
Erik Fasterius Erik Fasterius
+ 8 more
Workflows Nextflow
Days since last push
619
License
other
A Carpentry style lesson on machine learning with Python and scikit-learn.
Contributors
Colin Sauze Colin Sauze
Mike Laverick Mike Laverick
NidhiGowdra NidhiGowdra
Christopher Endemann Christopher Endemann
Tom Saunders Tom Saunders
+ 13 more
Machine learning Statistics
Days since last push
3
License
other
Extra Unix Shell Material
Contributors
vuw-ecs-kevin vuw-ecs-kevin
Christina K. Christina K.
Andy Boughton Andy Boughton
François Michonneau François Michonneau
Abby Cabunoc Mayes Abby Cabunoc Mayes
+ 36 more
Unix/Linux
Days since last push
893
License
other
GPU Programming with Python and CUDA.
Contributors
Alessio Sclocco Alessio Sclocco
Hanno Spreeuw Hanno Spreeuw
Giordano Lipari Giordano Lipari
Sven van der Burg Sven van der Burg
Alex Coleman Alex Coleman
+ 10 more
High performance computing Machine learning Artificial intelligence
Days since last push
3
License
other
Bioconductor data science introduction
Contributors
Laurent Gatto Laurent Gatto
Kozo Nishida Kozo Nishida
Jenny Drnevich Jenny Drnevich
Zhian N. Kamvar Zhian N. Kamvar
Charlotte Soneson Charlotte Soneson
+ 17 more
R
Days since last push
3
License
other
Introduction to MRI and BIDS
Contributors
Michael Joseph Michael Joseph
Jon Haitz Legarreta Gorroño Jon Haitz Legarreta Gorroño
Toby Hodges Toby Hodges
Erin W Dickie Erin W Dickie
tigrlab-bot tigrlab-bot
+ 3 more
Image analysis
Days since last push
3
License
other
Contributors
Jon Haitz Legarreta Gorroño Jon Haitz Legarreta Gorroño
Michael Joseph Michael Joseph
Jason Kai Jason Kai
Toby Hodges Toby Hodges
ostanley ostanley
+ 3 more
Image analysis
Days since last push
3
License
other
Analysis and Interpretation of Bulk RNA-Seq Data using Bioconductor
Contributors
Charlotte Soneson Charlotte Soneson
Jenny Drnevich Jenny Drnevich
Zhian N. Kamvar Zhian N. Kamvar
Zuguang Gu Zuguang Gu
Givanna Putri Givanna Putri
+ 11 more
Transcriptomics RNA-seq R
Days since last push
10
License
other
Materials for a workshop introducing machine learning to biologists
Contributors
Anthony Gitter Anthony Gitter
Milica Milica
Raniere Silva Raniere Silva
Fangzhou Mu Fangzhou Mu
Greg Wilson Greg Wilson
+ 43 more
Machine learning
Days since last push
560
License
other
Good Enough Practices in Scientific Computing
Contributors
Edward Wallace Edward Wallace
Tomasz Zielinski Tomasz Zielinski
Allen Lee Allen Lee
Emma Wilson Emma Wilson
Zhian N. Kamvar Zhian N. Kamvar
+ 10 more
Reproducibility Data management Version control
Days since last push
3
License
other
Packaging and Publishing with Python
Contributors
Vini Salazar Vini Salazar
Sarah Brown Sarah Brown
Callum Rollo Callum Rollo
Toby Hodges Toby Hodges
Ariel Miki Abraham Ariel Miki Abraham
+ 8 more
Python
Days since last push
3
License
other
Introduction to Snakemake for Bioinformatics
Contributors
Tim Booth Tim Booth
Lex Nederbragt Lex Nederbragt
Ezra Herman Ezra Herman
John Blischak John Blischak
Zhian N. Kamvar Zhian N. Kamvar
+ 2 more
Workflows Snakemake
Days since last push
3
License
other
A lesson exploring the Julia language
Contributors
Simon Christ Simon Christ
Mosè Giordano Mosè Giordano
Gus Pendleton Gus Pendleton
Toby Hodges Toby Hodges
Julia
Days since last push
3
License
other
Building Better Research Software
Contributors
Aleksandra Nenadic Aleksandra Nenadic
Sarah Stevens Sarah Stevens
Sarah Gibson Sarah Gibson
Toby Hodges Toby Hodges
Aman Goel Aman Goel
+ 14 more
Reproducibility FAIR data
Days since last push
3
License
other
Introduction to the Bioconductor project
Contributors
Kevin Rue-Albrecht Kevin Rue-Albrecht
Zhian N. Kamvar Zhian N. Kamvar
Milan Malfait Milan Malfait
Doug Joubert Doug Joubert
Charlotte Soneson Charlotte Soneson
+ 6 more
R
Days since last push
350
License
other
Introduction to Reproducible Publications with Quarto
Contributors
Renata Curty Renata Curty
Torin White Torin White
actions-user actions-user
Ian Lessing Ian Lessing
Julien Brun Julien Brun
+ 5 more
R Version control Rmarkdown Reproducibility
Days since last push
3
License
other
Introduction to Reproducible Publications with Quarto
Contributors
Renata Curty Renata Curty
Torin White Torin White
actions-user actions-user
Ian Lessing Ian Lessing
Julien Brun Julien Brun
+ 5 more
Reproducibility Quarto
Days since last push
3
License
other
Building Websites with Jekyll & GitHub Pages.
Contributors
Toby Hodges Toby Hodges
Aleksandra Nenadic Aleksandra Nenadic
Raniere Silva Raniere Silva
François Michonneau François Michonneau
Maxim Belkin Maxim Belkin
+ 62 more
Reproducibility FAIR data
Days since last push
1092
License
other

About

Glittr.org is a curated list of educational material for the computational life sciences.

All material is:

  • In a GitHub or GitLab repository
  • Free to use
  • Written in markdown or similar

If you want to cite or know more about Glittr.org, check out our paper in PLOS ONE!

NOTE: This list of courses is selected only based on the above criteria.
There are no checks on quality. In case there is no license associated with the repository, copyright belongs to the author, and you cannot copy or modify it for any reason other than personal use.

Terms of use

Developed, maintained and curated by:
Geert van Geest
Patricia Palagi
Yann Haefliger

Data last updated: 2026-10-02 13:18:16

Swiss Institute of Bioinformatics

Initiative of the the SIB Training Group.
Interested in SIB courses? Visit our website.

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