#!/usr/local/bin/php
Warning: "continue" targeting switch is equivalent to "break". Did you mean to use "continue 2"? in /cgihome/cis520/html/dynamic/2016/wiki/pmwiki.php on line 691

Warning: "continue" targeting switch is equivalent to "break". Did you mean to use "continue 2"? in /cgihome/cis520/html/dynamic/2016/wiki/pmwiki.php on line 694

Warning: Use of undefined constant MathJaxInlineCallback - assumed 'MathJaxInlineCallback' (this will throw an Error in a future version of PHP) in /cgihome/cis520/html/dynamic/2016/wiki/cookbook/MathJax.php on line 84

Warning: Use of undefined constant MathJaxEquationCallback - assumed 'MathJaxEquationCallback' (this will throw an Error in a future version of PHP) in /cgihome/cis520/html/dynamic/2016/wiki/cookbook/MathJax.php on line 88

Warning: Use of undefined constant MathJaxLatexeqrefCallback - assumed 'MathJaxLatexeqrefCallback' (this will throw an Error in a future version of PHP) in /cgihome/cis520/html/dynamic/2016/wiki/cookbook/MathJax.php on line 94
CIS520 Machine Learning | Resources / Resources
Recent Changes - Search:

Home

Resources

 

Useful Links and Resources

matlab:

  • registered students can get a free matlab license here

Linear Algebra Resources:

Probability Resources:

Online Courses:

TextBooks:

  • C. Bishop, Pattern Recognition and Machine Learning. 2007
    • our semi-textbook; from an engineering perspective
  • LIONbook
    • Less technical than what we are doing, but very clearly written
  • T. Hastie, R. Tibshirani, J. Friedman, The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2009
    • uses the language and notation of statistics
  • K. P. Murphy, Machine Learning: A Probabilistic Perspective 2012
    • more depth on probability than we will cover, but good.
  • T. Mitchell, Machine Learning. 1997.
    • now a bit outdated.

Other Resources:

Edit - History - Print - Recent Changes - Search
Page last modified on 25 August 2014 at 05:58 AM