Linear regression internals
Linear regression can be described as fitting a straight line through a set of given points. It is best used when you are sure that the points are laid out i...
Exploring fbprophet with stock scrips
Fbprophet is a time-series forecasting package open-sourced by Facebook in 2017. This is an additive model which provides intuitive input parameters, allowin...
A checklist for debugging cronjobs
This is a non-exhaustive list of gotchas that I’ve found myself run into time and again when I have to put a scraper or a model on a cron job. By following ...
House hunting with data
Back in 2013, housing.com was exactly what I wanted - an easy to navigate, color-coded rental map of places. I could consume more information without having ...
Sentiment analysis with textblob
Sentiment analysis is the art of training an algorithm to classify text as positive/negative. Follow along to build a basic sentiment analyser which is tr...
Your mouse and you
“The mouse is probably the narrowest straw you could try to suck all of human expression through.” - Joy Mountford (Head of Human Computer Interactions a...