Statistics & Machine Learning

Useful Resources 

 Statistics
  • http://www.statisticshowto.com/probability-and-statistics/statistics-definitions/
  • http://tutorials.istudy.psu.edu/basicstatistics/basicstatistics2.html
  • http://www.reading.ac.uk/ssc/resources/Docs/Statistical_Glossary.pdf
  • http://blog.minitab.com/blog/adventures-in-statistics-2/understanding-analysis-of-variance-anova-and-the-f-test
  • Random Forest - http://blog.yhat.com/posts/random-forests-in-python.html
  • https://www.analyticsvidhya.com/blog/2016/04/complete-tutorial-tree-based-modeling-scratch-in-python/#one
  • http://www.ling.upenn.edu/~clight/chisquared.htm
  • http://analyticstrainings.com/?p=151

Feature Selection - Machine Learning
  • http://blog.datadive.net/selecting-good-features-part-i-univariate-selection/
  • http://scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html









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