670 Repositories

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All Algorithms implemented in Python
Author
The Algorithms
Python
Days since last push
2
License
mit
:crab: Small exercises to get you used to reading and writing Rust code!
Author
The Rust Programming Language
Rust
Days since last push
8
License
mit
Python Data Science Handbook: full text in Jupyter Notebooks
Author
Jake Vanderplas
Python
Days since last push
133
License
mit
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Author
Maxime Labonne
Artificial intelligence Machine learning Python
Days since last push
101
License
apache-2.0
Python best practices guidebook, written for humans.
Author
Real Python
Python
Days since last push
100
License
other
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.
Author
Google
Rust
Days since last push
2
License
apache-2.0
100+ Python challenging programming exercises
Author
Jeffrey Hu
Python
Days since last push
213
License
-
Free Data Engineering course!
Author
DataTalksClub
Data science Containerization Docker
Days since last push
2
License
-
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Author
Wes McKinney
Python Statistics Data science
Days since last push
320
License
other
:satellite: Simple and ready-to-use tutorials for TensorFlow
Author
Instill AI
Machine learning
Days since last push
709
License
mit
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
Author
Oleksii Trekhleb
Python
Days since last push
92
License
mit
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Author
Lex Fridman
Machine learning Data science
Days since last push
308
License
mit
Open Machine Learning Course
Author
Yury Kashnitsky
Machine learning
Days since last push
72
License
other
Understanding Deep Learning - Simon J.D. Prince
Author
udlbook
Machine learning Python
Days since last push
2
License
other
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
Author
C. Li
Data visualization R
Days since last push
118
License
mit
Python Koans - Learn Python through TDD
Author
Greg Malcolm
Python
Days since last push
80
License
mit
Learn make by example
Author
Chase Lambert
GNU Make
Days since last push
135
License
mit
R for data science: a book
Author
Hadley Wickham
R Data science
Days since last push
40
License
other
Free Introduction to Bash Scripting eBook
Author
Bobby Iliev
Unix/Linux
Days since last push
10
License
mit
Statistical Rethinking course winter 2022
Author
Richard McElreath
Statistics
Days since last push
967
License
-
Full Speed Python: a book for self-learners
Author
João Ventura
Python
Days since last push
589
License
-
Text and supporting code for Think Stats, 2nd Edition
Author
Allen Downey
Statistics Python
Days since last push
128
License
gpl-3.0
Data Science at the Command Line
Author
Jeroen Janssens
Unix/Linux R Python
Days since last push
187
License
other
Authoring Books and Technical Documents with R Markdown
Author
RStudio
R Rmarkdown
Days since last push
12
License
gpl-3.0
Useful functions, tutorials, and other Python-related things
Author
Sebastian Raschka
Python
Days since last push
863
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 preprint at bioRxiv!

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: 2024-11-06 13:07:02

Swiss Institute of Bioinformatics

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

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