Difference between revisions of "Learning Resources"

(General Math)
(Statistics)
 
Line 103: Line 103:
 
* [https://probability4datascience.com/?s=03 Introduction to Probability for Data Science] by Stanley Chan - free online book with Python exercises!
 
* [https://probability4datascience.com/?s=03 Introduction to Probability for Data Science] by Stanley Chan - free online book with Python exercises!
 
* [https://lakens.github.io/statistical_inferences/index.html?s=03 Improving your statistical inferences] by Daniel Lakens - free online book with R code
 
* [https://lakens.github.io/statistical_inferences/index.html?s=03 Improving your statistical inferences] by Daniel Lakens - free online book with R code
 +
* [https://bruno.nicenboim.me/bayescogsci/ An Introduction to Bayesian Data Analysis for Cognitive Science] free online book by Bruno Nicenboim, Daniel J. Schad, and Shravan Vasishth
  
 
== Neuroimaging analyses ==
 
== Neuroimaging analyses ==
 
* [http://mikexcohen.com/lectures.html?s=03 Mike Cohen's EEG analysis course]
 
* [http://mikexcohen.com/lectures.html?s=03 Mike Cohen's EEG analysis course]
 
* [http://neuroimaging-data-science.org/root.html Neuroimaging and Data Science book] - (free) by Ariel Rokem and Tal Yarkoni
 
* [http://neuroimaging-data-science.org/root.html Neuroimaging and Data Science book] - (free) by Ariel Rokem and Tal Yarkoni

Latest revision as of 19:45, 22 October 2024

Bayesian Nonparametrics

General Computational Neuroscience

Information Theory

Machine Learning

Books

Online Resources

Journal Club Tutorials

See Journal Club#Tutorials.

General Math

MATLAB

Python

Statistics

Neuroimaging analyses