This repository contains my notes from an honors course in machine learning taken in 2016 at Oglethorpe University. They are meant to accompany Marsland's Machine Learning: An Algorithmic Perspective.
The companion is broken up into several markdown files, labeled by section
numbers. There is also a Python file to concatenate them all together into one
big markdown file. The Python file includes a comment with an example pandoc
command to build the big document into a nice PDF, which is also included
here.
For those on GitHub, I highly recommend reading the PDF. GitHub doesn't render math in its markdown, nor will the files be sorted in a readable order.