

Some nonparametric statistics math



Some good "Statistics for programmers" resources



How do these "neural network style transfer" tools work?



A few reasons to be skeptical of machine learning



Looking inside machine learning black boxes



Winning the biasvariance tradeoff


★

How to trick a neural network into thinking a panda is a vulture



Is machine learning safe to use?



Some easy statistics: Bootstrap confidence intervals



A/A testing



Fun with machine learning: logistic regression!



Fun with machine learning: does your model actually work?



Fun with stats: How big of a sample size do I need?



Machine learning isn't Kaggle competitions


★

A pandas cookbook



Graphing bike path data with IPython Notebook and pandas
