845 Repositories

Page 2 / 34
Open Machine Learning course
Contributors
Radoslav Neychev Radoslav Neychev
Girafe AI Girafe AI
Vladislav Goncharenko Vladislav Goncharenko
Valery Marchenkov Valery Marchenkov
H-Chlor H-Chlor
+ 1 more
Machine learning
Days since last push
3
License
mit
A book covering the fundamentals of data visualization
Contributors
Claus Wilke Claus Wilke
Jessica Burnett Jessica Burnett
Jon Calder Jon Calder
TJ Mahr TJ Mahr
Ben Bolker Ben Bolker
+ 3 more
Data visualization R
Days since last push
1546
License
other
A Code-First Introduction to NLP course
Contributors
Rachel Thomas Rachel Thomas
Jeremy Howard Jeremy Howard
Joseph Catanzarite Joseph Catanzarite
Sylvain Gugger Sylvain Gugger
Machine learning
Days since last push
1308
License
-
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Contributors
Phillip Lippe Phillip Lippe
Gabriele Cesa Gabriele Cesa
Danilo de Goede Danilo de Goede
Pietro Monticone Pietro Monticone
Samuele Papa Samuele Papa
+ 19 more
Machine learning
Days since last push
141
License
mit
NMA Computational Neuroscience course
Contributors
Ella Batty Ella Batty
Spiros Chavlis Spiros Chavlis
Michael Waskom Michael Waskom
Zoltan Zoltan
Patrick Mineault Patrick Mineault
+ 57 more
Statistics Machine learning Python Pathways and Networks Artificial intelligence
Days since last push
32
License
cc-by-4.0
Web site for www.py4e.com and source to the Python 3.0 textbook
Contributors
Charles Severance Charles Severance
konkiourtidou konkiourtidou
Chris Kolosiwsky Chris Kolosiwsky
Elliott Hauser Elliott Hauser
ghfudemytraining ghfudemytraining
+ 79 more
Python
Days since last push
0
License
-
Python interactive dashboards for learning data science
Contributors
Michael Pyrcz Michael Pyrcz
Piklu Mallick Piklu Mallick
Data science Python Statistics
Days since last push
158
License
cc-by-sa-4.0
Beginners book on Python - start here if you don't know programming
Contributors
Swaroop CH Swaroop CH
d-s-1 d-s-1
dbojan dbojan
Archer Imagine Archer Imagine
Boris Liu Boris Liu
+ 27 more
Python
Days since last push
13
License
-
Advanced R: a book
Contributors
Hadley Wickham Hadley Wickham
lindbrook lindbrook
Aaron Schumacher Aaron Schumacher
Crt Ahlin Crt Ahlin
Elio Campitelli Elio Campitelli
+ 410 more
R
Days since last push
587
License
other
Code samples and other handouts for our course.
Contributors
Michael Kennedy Michael Kennedy
amcinnes87 amcinnes87
kofilpy kofilpy
Python
Days since last push
1034
License
mit
Statistical Rethinking Course for Jan-Mar 2023
Contributors
Richard McElreath Richard McElreath
Statistics
Days since last push
1057
License
cc0-1.0
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
Contributors
Malvika Sharan Malvika Sharan
Jim Madge Jim Madge
Esther Plomp Esther Plomp
Becky Arnold Becky Arnold
Sarah Gibson Sarah Gibson
+ 374 more
Data science Reproducibility
Days since last push
0
License
other
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
1320
License
mit
Learn Python Regular Expressions step by step from beginner to advanced levels
Contributors
Sundeep Agarwal Sundeep Agarwal
Python
Days since last push
309
License
mit
Contributors
Richard McElreath Richard McElreath
Statistics
Days since last push
956
License
cc0-1.0
Code repository for Think Bayes.
Contributors
Allen Downey Allen Downey
Alessandro Gentilini Alessandro Gentilini
Andrei Paleyes Andrei Paleyes
Brian Schiller Brian Schiller
Lorenzo Lorenzo
+ 1 more
Statistics Python
Days since last push
13
License
-
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
650
License
mit
ggplot2: elegant graphics for data analysis
Contributors
Hadley Wickham Hadley Wickham
Carson Sievert Carson Sievert
Danielle Navarro Danielle Navarro
Thomas Lin Pedersen Thomas Lin Pedersen
Y. Yu Y. Yu
+ 56 more
Data visualization R
Days since last push
587
License
-
Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"
Contributors
MalteDLuecken MalteDLuecken
Lukas Heumos Lukas Heumos
Leander Leander
lzhus lzhus
Federico Marini Federico Marini
+ 3 more
Single-cell sequencing Python RNA-seq Transcriptomics
Days since last push
1409
License
-
A Python 3 programming tutorial for beginners.
Contributors
Akuli Akuli
Tushar Khatri Tushar Khatri
Avi Turuz Avi Turuz
Debdut Goswami Debdut Goswami
George Rahul George Rahul
+ 6 more
Python
Days since last push
793
License
other
100% free and interactive Python course for beginners
Contributors
Alex Hall Alex Hall
spamegg spamegg
Michael Floering Michael Floering
Chrisjan Wüst Chrisjan Wüst
Andrew Pluzhnikov Andrew Pluzhnikov
+ 12 more
Python
Days since last push
164
License
mit
Machine learning in Python with scikit-learn MOOC
Contributors
Loïc Estève Loïc Estève
Guillaume Lemaitre Guillaume Lemaitre
Olivier Grisel Olivier Grisel
Arturo Amor Arturo Amor
Gael Varoquaux Gael Varoquaux
+ 32 more
Machine learning Python
Days since last push
7
License
cc-by-4.0
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
422
License
-
Mastering Shiny: a book
Contributors
Hadley Wickham Hadley Wickham
Joe Cheng Joe Cheng
Safouane Chergui Safouane Chergui
Mauro Lepore Mauro Lepore
Malcolm Barrett Malcolm Barrett
+ 136 more
R Shiny
Days since last push
259
License
other
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
Contributors
Julia Silge Julia Silge
Yihui Xie Yihui Xie
David Robinson David Robinson
aliaamiri aliaamiri
jjallaire jjallaire
+ 24 more
R
Days since last push
562
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: 2026-10-21 01:18:16

Swiss Institute of Bioinformatics

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

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