# Data Science

Keywords: Statistics, Programming, Mathematics, Computer Science, A.I.

## About StumbleDNA ListDNA

## Understanding the Bias-Variance Tradeoff

## Introduction to Algorithms

Free video course on Introduction to Algorithms by Charles E. Leiserson of MIT. This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in practice. Topics covered include: sorting; search trees...

## How Not To Sort By Average Rating

By

## Find a separating hyperplane with this One Weird Kernel...

## Rubular: a Ruby regular expression editor and tester

## Information Theory Demystified

## Kernels

Over the last few weeks, I've introduced two classification methods - Support Vector Machines (SVM) and Logistic Regression - that attempt to find a line, plane or hyperplane (depending on the dime...

## Regression tree using Gini's index

## Apriori algorithm - Wikipedia, the free encyclopedia

## An R wish list for 2013

First go and read An R wish list for 2012. None of the wishes came through in 2012. Fix the R website? No, it is the same this year. In fact, it is the same as in 2005. Easy to … Continue re...

## PitchFx: Pitcher DNA - Tim's Prior

## Latent Dirichlet allocation - Wikipedia, the free encyclopedia...

## Correlation does not imply causation - Wikipedia, the free...

## Regression with Matrix Algebra

## Unsolved problems in statistics - Wikipedia, the free encyclopedia...

## 25 Best Hangman Words « Wolfram Blog

A simple question from a six-year-old about hangman turned into another analysis obsession that made me play 15 million games of hangman recently.

## Top Ten Confusing Stats Terms Explained in "Plain English"...

Most people find statistics to be complicated, confusing, and just generally frustrating. One of...