This is the project 797MS-handbook, part of Steve Linberg's final project for Machine Learning for Social Sciences, spring 2022 at UMass Amherst. It is a handbook of the core methods and techniques presented through the class.
It may be found online at:
https://stevelinberg.github.io/797MS-handbook/
The book's source code is at:
https://github.com/stevelinberg/797MS-handbook
Contact me with any questions or comments; pulls welcome for corrections or additions.