A Concise Introduction to Machine Learning

A Concise Introduction to Machine Learning uses mathematics as the common language to explain a variety of machine learning concepts from basic principles and illustrates every concept using examples in both Python and MATLAB(R), which are available on GitHub and can be run from there in Binder in a web browser.

A.C. Faul is a passionate educator believing that only with deep understanding of the underlying connecting principles of algorithms progress can be made. She obtained an MASt and PhD in Mathematics at the University of Cambridge. She has worked a variety of algorithms both in industry and academic setting.