Calculus - Advanced Math - for Machine Learning

(We teach in University of San Francisco's MS in Data Science program and have other nefarious projects underway. You might know Terence as the cre... (2018)

by Terence Parr and Jeremy Howard (We teach in University of San Francisco's MS in Data Science program and have other nefarious projects underw... (2018)

In this piece, my goal is to suggest the mathematical background necessary to build products or conduct academic research in machine learning. Thes... (2018)

This section provides courseware and readings for each session of the course, and the full course textbook. (2018)

by Cambridge University Press “We are in the process of writing a book on Mathematics for Machine Learning that motivates people to learn mathem... (2018)

Researchers borrowed equations from calculus to redesign the core machinery of deep learning so it can model continuous processes like changes in h... (2018)