Machine Learning: Starting from Zero

Just over a year and a half ago I was sitting at a desk trading stocks, knowing close to nothing about Machine Learning and having last coded in a bit of Matlab 4 years earlier at university. This post hopes to give some resources for someone wanting to make a start on their Machine Learning journey, like I did, starting from zero. First up is getting comfortable with Python. Its by far the most used language in Machine Learning being simple, consistent and easily readable. The Modern Python 3 Bootcamp on Udemy was outstanding and perhaps the best £16.99 I've spent, but there'll a trove of free courses available elsewhere online.