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64 Repositories

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Python Data Science Handbook: full text in Jupyter Notebooks
Contributors
Jake Vanderplas Jake Vanderplas
Søren Fuglede Jørgensen Søren Fuglede Jørgensen
Naty Clementi Naty Clementi
vfdev vfdev
Aaron VanDerlip Aaron VanDerlip
+ 10 more
Python Data science
Days since last push
827
License
mit
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
Contributors
Alexey Grigorev Alexey Grigorev
Victoria Perez Mola Victoria Perez Mola
SV SV
ankushkhanna ankushkhanna
Will Russell Will Russell
+ 199 more
Data science Containerization Docker
Days since last push
16
License
-
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Contributors
Wes McKinney Wes McKinney
Kevin Kevin
Prasanth Karri Prasanth Karri
Christopher Wilcox Christopher Wilcox
Jeremiah Roth Jeremiah Roth
+ 4 more
Python Data science
Days since last push
349
License
other
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Contributors
Lex Fridman Lex Fridman
Li Ding Li Ding
Adnan Siddiqui Adnan Siddiqui
Ochuko A. Ochuko A.
Machine learning Data science
Days since last push
1002
License
mit
R for data science: a book
Contributors
Hadley Wickham Hadley Wickham
Mine Cetinkaya-Rundel Mine Cetinkaya-Rundel
Garrett Grolemund Garrett Grolemund
S'busiso Mkhondwane S'busiso Mkhondwane
Mitsuo Shiota Mitsuo Shiota
+ 289 more
R Data science Quarto
Days since last push
75
License
other
Python interactive dashboards for learning data science
Contributors
Michael Pyrcz Michael Pyrcz
Piklu Mallick Piklu Mallick
Data science Python Statistics
Days since last push
139
License
cc-by-sa-4.0
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
10
License
other
Repository for data science book
Contributors
Rafael A Irizarry Rafael A Irizarry
Amy Gill Amy Gill
alexnones alexnones
shiraamitchell shiraamitchell
Qiang Huang Qiang Huang
+ 25 more
Data science R
Days since last push
575
License
other
Data Science Course in a Box
Contributors
Mine Cetinkaya-Rundel Mine Cetinkaya-Rundel
Debbie Yuster Debbie Yuster
actions-user actions-user
Janani Ravi Janani Ravi
Botond Barabas Botond Barabas
+ 14 more
Data science R
Days since last push
366
License
other
📚 Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference.
Contributors
Mine Cetinkaya-Rundel Mine Cetinkaya-Rundel
Jo Hardin Jo Hardin
Allison Theobold Allison Theobold
Metehan GÜNGÖR Metehan GÜNGÖR
Stacey Hancock Stacey Hancock
+ 21 more
Statistics R Data science
Days since last push
183
License
other
The textbook Computational and Inferential Thinking: The Foundations of Data Science
Contributors
John DeNero John DeNero
Chris Holdgraf Chris Holdgraf
Henry Milner Henry Milner
davidwagner davidwagner
Samuel E Lau Samuel E Lau
+ 18 more
Data science Python
Days since last push
100
License
other
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Contributors
Albert Y. Kim Albert Y. Kim
Dr. Chester Ismay Dr. Chester Ismay
Marium Tapal Marium Tapal
Starry Zhou Starry Zhou
Dorothy Bishop Dorothy Bishop
+ 29 more
R Statistics Data science
Days since last push
10
License
other
Ways of doing Data Science Engineering and Machine Learning in R and Python
Contributors
Jose A Dianes Jose A Dianes
Guillaume Legoy Guillaume Legoy
Bitdeli Chef Bitdeli Chef
The Gitter Badger The Gitter Badger
Data science R Python Machine learning
Days since last push
1985
License
other
another book on data science
Contributors
rnorm rnorm
R Python Data science
Days since last push
2441
License
-
The biggest collection of R books (and maybe later some other resources too)
Contributors
Oscar Baruffa Oscar Baruffa
Eric Leung Eric Leung
Matt Roumaya Matt Roumaya
Bryan Shalloway Bryan Shalloway
Maëlle Salmon Maëlle Salmon
+ 39 more
R Data science Data visualization Machine learning Statistics Version control Workflows
Days since last push
158
License
-
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
-
Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
Contributors
Logan Kilpatrick Logan Kilpatrick
Huda Nassar Huda Nassar
Alban de Crevoisier Alban de Crevoisier
Pietro Monticone Pietro Monticone
Imgbot Imgbot
+ 2 more
Julia Data science
Days since last push
795
License
mit
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
Learning Data Science, a textbook.
Contributors
Samuel E Lau Samuel E Lau
Deb Nolan Deb Nolan
Allen Shen Allen Shen
Junseo Park Junseo Park
Andrew Kim Andrew Kim
+ 13 more
Data science Python
Days since last push
6
License
other
Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge
Contributors
Julia Silge Julia Silge
Emil Hvitfeldt Emil Hvitfeldt
Y. Yu Y. Yu
fellennert fellennert
Desirée De Leon Desirée De Leon
+ 2 more
Machine learning Data science R
Days since last push
213
License
other
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
Contributors
Pablo Casas Pablo Casas
Pablo Seibelt Pablo Seibelt
Chip Oglesby Chip Oglesby
Data science Statistics Machine learning
Days since last push
900
License
cc-by-sa-4.0
Understanding the theory behind UMAP
Contributors
Andy Coenen Andy Coenen
Adam Pearce Adam Pearce
Kyle Willett Kyle Willett
Single-cell sequencing Data visualization Data science Machine learning Statistics
Days since last push
99
License
apache-2.0
Dépôt associé au cours Python pour data scientists (ENSAE 2e année)
Contributors
Lino Galiana Lino Galiana
Romain Avouac Romain Avouac
Antoine Palazzolo Antoine Palazzolo
Julien PRAMIL Julien PRAMIL
Thomas Faria Thomas Faria
+ 10 more
Data science Python
Days since last push
2
License
other
Data Analysis and Visualization in Python for Ecologists
Contributors
April Wright April Wright
Maxim Belkin Maxim Belkin
John Gosset John Gosset
Tom Morrell Tom Morrell
Toby Hodges Toby Hodges
+ 132 more
Data science Python
Days since last push
3
License
other
Source for book "Feature Engineering A-Z"
Contributors
Emil Hvitfeldt Emil Hvitfeldt
Javier Orraca-Deatcu Javier Orraca-Deatcu
Antoine Bichat Antoine Bichat
Murad Khalil Murad Khalil
Roberto Rosati Roberto Rosati
+ 2 more
Machine learning Statistics Data science Python R
Days since last push
45
License
-

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.

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Patricia Palagi
Yann Haefliger

Data last updated: 2026-10-02 01:17:47

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