Difference between revisions of "Learning Resources"

(Neuroimaging analyses)
(Statistics)
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* [http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.Online D Barber's Bayesian Reasoning and Machine Learning book] - free
 
* [http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.Online D Barber's Bayesian Reasoning and Machine Learning book] - free
 
* [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
  
 
== 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

Revision as of 12:54, 13 June 2022

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