K-Means Clustering
K-means clustering is one of the simplest clustering algorithms one can use to find natural groupings of an unlabeled data set. Another way of...
Point your Namecheap domain to your Heroku app
Fiddled around with this for way too long, because with the instructions you get from Namecheap, you will end up in an infinite redirect loop using...
Linear Programming for Linear Regression
This is not a tutorial on linear programming (LP), but rather a tutorial on how one might apply linear programming to the problem of linear...
Machine Learning
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Bayesian Bandit Tutorial
Objective To explain and provide code for the Bayesian bandit problem, without too much math. Motivation Also known as the “multi-armed...
Install all your statistics and numerical computation libraries for Python in one go on Ubuntu
sudo apt-get install python-numpy python-scipy python-matplotlib ipython ipython-notebook python-pandas python-sympy...
Big Mac Index
Source Food for thought: Economists use the price of a Big Mac to determine if a country’s currency is undervalued or...
Multiple Linear Regression
Code for this tutorial is here: http://bit.ly/2IB45pp Prerequisites: Calculus Simple linear regression Today we will continue our...