Plug that Jupyter Notebook into the Cloud!

Being able to access more memory, processing, and storage on the fly is a great resource to have in your back pocket in case you’re ever in a situation where you need it. Launching an EC2 cluster with extra computing power can be pretty easy. Amazon has a well-detailed guide for its EC2 offerings here. I highly…

Using Python to Demystify Linear Regression

Recently, my colleague at the published a compelling post about some challenges in machine learning education. You can read it for yourself here, but I’d like to build upon what he posted; it’s bothered me for a long time that the math behind common machine learning algorithms like regression are clouded in confusing mathematical notation….