Resources for learning scientific programming


scicode-learn: Resources for learning scientific programming

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R for Data Science

r4ds.had.co.nz
Introductory book called "R for Data Science". Available free online.
book
data science

NumPy Tutorial: Data analysis with Python

Learning R for Researchers in Psychology

r-bloggers.com/learnin...
links
psychology book getting started general

RStudio Cheat Sheets

rstudio.com/resources/...
Many cheatsheets for R packages. Includes various translations.
cheatsheet
multilanguage

Matlab for Psychologists

antoniahamilton.com/ma...
tutorial
psychology

Jekyll & Liquid Cheatsheet

gist.github.com/smutny...
cheatsheet
Jekyll

Jekyll Cheat Sheet

learn.cloudcannon.com/...
Comprehensive Jekyll cheatsheet with detailed examples (click on the function name).
cheatsheet
Jekyll

Git (and GitHub) Cheat Sheet

neuroplausible.com/github
Very clear beginner's guide to Git and Github.
cheatsheet
Git

Python in neuroscience

github.com/btel/python...
neuroscience Jupyter

MATLAB for Psychologists

Using R for psychological research

personality-project.or...
guide
psychology

An Introduction to MATLAB for Behavioral Researchers

cmadan.com/book.php
book
psychology

Creating websites in R

emilyzabor.com/tutoria...
guide
psychology

Programming Experiments in Python and PsychoPy2

legacy.gitbook.com/boo...
guide
psychology cognitive science getting started

Programming with PsychoPy

socsci.ru.nl/wilberth/...
An introductory programming guide for time-accurate experiments
guide
psychology cognitive science getting started

Python for Experimental Psychologists

routledge.com/Python-f...
book
psychology cognitive science getting started

Awesome GitHub

github.com/phillipadsm...
A curated list of Git resources
list
Git Git

A Psychologist's Guide to R

github.com/seanchrismu...
A repository containing course notes and worked examples for a 6-week course in R
guide
R psychology getting started

Python Data Science Handbook

jakevdp.github.io/Pyth...
The full text of the Python Data Science Handbook by Jake VanderPlas
book
Python

Rules of Machine Learning - Best Practices for ML Engineering

developers.google.com/...
guide
general machine learning getting started

The Ultimate List of Python YouTube Channels

Hands-On Data Science (UCSD COGS108)

github.com/COGS108/Tut...
course
notebooks github

A Whirlwind Tour of Python