Slides from my Pittsburgh TechFest 2014 talk, "Machine Learning for Modern Developers". This talk covers basic concepts and math for statistical machine learning, focusing on the problem of classification.
Want some working code from the demos? Head over here: https://github.com/cacois/ml-classification-examples
Clipping is a handy way to collect important slides you want to go back to later.