Difference between revisions of "Learning Resources"

(Books)
(Books)
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* [http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf Bishop's Pattern Recognition and Machine Learning book]
 
* [http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf Bishop's Pattern Recognition and Machine Learning book]
 
* [https://mlstory.org/ PATTERNS, PREDICTIONS, AND ACTIONS: A story about machine learning] - amazing free online book by Hardt & Recht
 
* [https://mlstory.org/ PATTERNS, PREDICTIONS, AND ACTIONS: A story about machine learning] - amazing free online book by Hardt & Recht
 +
* [https://deeplearningtheory.com/ The Principles of Deep Learning Theory] - free online version by Roberts & Yaida
  
 
==== Online Resources ====
 
==== Online Resources ====

Revision as of 14:02, 20 June 2021

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