Disclaimer: I am the author of this guide. My main goal was to find an approach to studying Machine Learning that is mainly hands-on and abstracts most of the Math for the beginner. This approach is unconventional because it’s the top-down and results-first approach designed for software engineers. You can read more here: http://sdtimes.com/sd-times-github-project-week-machine-lear...