Data-Science-Resources

A collection of data science resources, tools, and notes that I find handy

##Linear Algebra

• Matrix Calculus
• Eigen* explained

##Probability

##Regression

###Dimensionality

• PCA in 3 Simple Steps

##Bayes/Bandits

• Naive Bayes in Python
• Multi-Armed Bandits from yhat

##Machine Learning

###Neural Nets

• Neural Nets for Deep Learning

##Programming

###Python

##Data Science News/Articles

• Getting Started in Data Science (Trey Causey)