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38 Repositories

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a curated list of R tutorials for Data Science, NLP and Machine Learning
Contributors
Ujjwal Karn Ujjwal Karn
General R Machine learning
Days since last push
1301
License
mit
resources for learning bioinformatics
Contributors
Tim Sackton Tim Sackton
Ming Tang Ming Tang
Lynn Langit Lynn Langit
Simon Cockell Simon Cockell
Nathan Weeks Nathan Weeks
General
Days since last push
631
License
mit
Unix, R and python tools for genomics and data science
Contributors
Ming Tang Ming Tang
Harshil Patel Harshil Patel
Albert Vilella Albert Vilella
Jirka Lhotka Jirka Lhotka
Shixiang Wang (王诗翔) Shixiang Wang (王诗翔)
General
Days since last push
403
License
-
A list of interesting genome browser and genome visualization programs
Contributors
Colin Diesh Colin Diesh
Kari Lavikka Kari Lavikka
Nathan Dunn Nathan Dunn
Sam Sims Sam Sims
SEHI L'YI SEHI L'YI
+ 16 more
Data visualization Genomics General
Days since last push
73
License
mit
Introduction to Computational Biology and Bioinformatics Course at Caltech, 2023
Contributors
tarachari3 tarachari3
Meichen Fang Meichen Fang
Lior Pachter Lior Pachter
Zitong Jerry Wang Zitong Jerry Wang
Laura Luebbert, Ph.D. Laura Luebbert, Ph.D.
General Statistics Next generation sequencing Genomics Single-cell sequencing Transcriptomics RNA-seq
Days since last push
261
License
other
A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)
Contributors
Bradley Boehmke Bradley Boehmke
General Data science Machine learning
Days since last push
815
License
-
A guided, intuitive introduction to genomics for software engineers. Curated by the community.
Contributors
Clay McLeod Clay McLeod
Gavrie Philipson Gavrie Philipson
Dave Dave
PerezTheDev PerezTheDev
Precision Infinity Precision Infinity
+ 14 more
General Genomics Next generation sequencing Variant analysis
Days since last push
235
License
other
Materials for short, half-day workshops
Contributors
marypiper marypiper
Will Gammerdinger Will Gammerdinger
Radhika Khetani Radhika Khetani
Meeta Mistry Meeta Mistry
eberdan eberdan
+ 9 more
General Python R Rmarkdown Unix/Linux Version control Enrichment analysis FAIR data Data visualization Variant analysis RNA-seq Transcriptomics
Days since last push
71
License
other
A collection of Galaxy-related training material
Contributors
Helena Helena
Saskia Hiltemann Saskia Hiltemann
Bérénice Batut Bérénice Batut
Björn Grüning Björn Grüning
Wendi Bacon Wendi Bacon
+ 278 more
Galaxy General Genomics Next generation sequencing Transcriptomics RNA-seq Single-cell sequencing Variant analysis ATAC-seq Comparative genomics ChIP-seq Epigenetics Genome annotation Genome assembly Metagenomics Microbiology Long read sequencing Metabolomics Proteomics Data management FAIR data Reproducibility Data science Statistics Machine learning Snakemake R Python Unix/Linux Version control
Days since last push
0
License
mit
Workshops presented by the Gladstone Bioinformatics Core
Contributors
Natalie Gill Natalie Gill
Ayushi Agrawal Ayushi Agrawal
reubenthomas reubenthomas
Kristina Hanspers Kristina Hanspers
MichelaTr MichelaTr
+ 5 more
General R Version control Genomics Transcriptomics Single-cell sequencing RNA-seq Pathways and Networks Data visualization Statistics ATAC-seq Machine learning Unix/Linux
Days since last push
9
License
-
Bioinformatics Workbook repository
Contributors
Rick Masonbrink Rick Masonbrink
Arun Seetharam Arun Seetharam
Andrew Severin Andrew Severin
Siva Chudalayandi Siva Chudalayandi
Aleksandra E. Badaczewska-Dawid Aleksandra E. Badaczewska-Dawid
+ 12 more
General Nextflow Workflows Data management Data visualization Unix/Linux ATAC-seq Comparative genomics Epigenetics Genome annotation Genome assembly Metagenomics RNA-seq Transcriptomics Variant analysis
Days since last push
63
License
mit
🔬 Bioinformatics Notebook. Scripts for bioinformatics pipelines, with quick start guides for programs and video demonstrations.
Contributors
Ronan Harrington Ronan Harrington
General
Days since last push
2149
License
mit
Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)
Contributors
Salvatore Raieli Salvatore Raieli
General Machine learning
Days since last push
348
License
apache-2.0
A collection of resources for learning about tools and programming languages related to Bioinformatics
Contributors
BioinformaNicks BioinformaNicks
heyyyjude heyyyjude
General
Days since last push
1534
License
-
Melbourne Bioinformatics documentation in markdown format
Contributors
Vini Salazar Vini Salazar
Vicky Perreau Vicky Perreau
Clare Sloggett Clare Sloggett
Simon Gladman Simon Gladman
Anna Syme Anna Syme
+ 23 more
General Unix/Linux Data management Transcriptomics RNA-seq Genomics Version control
Days since last push
59
License
-
The rendered book can be found at https://liulab-dfci.github.io/bioinfo-combio/
Contributors
Jack Kang Jack Kang
liulab-dfci liulab-dfci
Gali Bai Gali Bai
Ming Tang Ming Tang
Ninad P.Chaudhari Ninad P.Chaudhari
+ 1 more
General Next generation sequencing Transcriptomics Genomics ATAC-seq ChIP-seq Epigenetics Single-cell sequencing Variant analysis
Days since last push
1640
License
mit
A collection of modules that are combined into 1-5 day workshops on computational topics for the childhood cancer research community.
Contributors
Joshua Shapiro Joshua Shapiro
Stephanie J. Spielman Stephanie J. Spielman
Jaclyn Taroni Jaclyn Taroni
Ally Hawkins Ally Hawkins
Candace Savonen Candace Savonen
+ 4 more
General Transcriptomics RNA-seq Single-cell sequencing R Pathways and Networks
Days since last push
1
License
other
Education tutorials
Contributors
Liliane Conteville Liliane Conteville
Ana Julia Velez Rueda Ana Julia Velez Rueda
Franco Leonardo Bulgarelli Franco Leonardo Bulgarelli
ivanafeldfeber ivanafeldfeber
General Version control Unix/Linux Python
Days since last push
1316
License
cc0-1.0
Tutorials to get started in bioinformatics
Contributors
Melissa Melissa
angelat1020 angelat1020
Elizabeth Hutchins Elizabeth Hutchins
sbplaisier sbplaisier
General
Days since last push
1626
License
gpl-3.0
Lecture notes/book in progress on computing for conservation genomics
Contributors
Eric C. Anderson Eric C. Anderson
Shyam Saladi Shyam Saladi
General Unix/Linux Version control R Genomics Variant analysis Genome assembly
Days since last push
977
License
mit
Site to help biologists wade their way into bioinformatics.
Contributors
Mike Lee Mike Lee
Marcus Fedarko Marcus Fedarko
Luiz Irber Luiz Irber
C. Titus Brown C. Titus Brown
General R Unix/Linux Genomics
Days since last push
177
License
other
Introduction to Computational Biology
Contributors
Michael Love Michael Love
General
Days since last push
16
License
mit
Materials for the Training and Engagement Website
Contributors
Marisa Lim Marisa Lim
Rayna M Harris Rayna M Harris
Abhijna Parigi Abhijna Parigi
Jeremy Walter Jeremy Walter
Saranya Canchi Saranya Canchi
+ 10 more
General Cloud computing RNA-seq Python Unix/Linux Snakemake
Days since last push
993
License
other
Bioinformatics course (WSBIM1322)
Contributors
Laurent Gatto Laurent Gatto
General Statistics Machine learning R
Days since last push
185
License
-
Collaborative Lesson Development Training curriculum
Contributors
Toby Hodges Toby Hodges
Aleksandra Nenadic Aleksandra Nenadic
Sarah Stevens Sarah Stevens
Erin Becker Erin Becker
Mateusz Kuzak Mateusz Kuzak
+ 10 more
General
Days since last push
3
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 01:17:47

Swiss Institute of Bioinformatics

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

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