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...
Linear Regression
Code for this tutorial is here: http://bit.ly/2IV9BGW Prerequisites for understanding this material: calculus (taking partial...
Introduction: What is machine learning?
In this video from Data Science: Deep Learning in Python, I talk about what machine learning really is. The goal is to show you that machine learning...
How to password-protect a PDF file on Ubuntu
In a terminal, type: sudo apt-get install pdftk Then, to add a password to a PDF file, type: pdftk <input-file> output...