The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond -- Maria Han Veiga, Paperback Art Makers winner of the 2022 Singapore

winner of the 2022 Singapore Literature Prize

After a hurricane decimates the island and Puerto Rico is abandoned by the United States

massive monsters

Dilys Rose

and that place

The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond -- Maria Han Veiga, Paperback Art Makers winner of the 2022 SingaporeThis book is an introduction to machine learning, with a strong focus on the mathematics behind the standard algorithms and techniques in the field, aimed at senior undergraduates and early graduate students of Mathematics. There is a focus on well known supervised machine learning algorithms, detailing the existing theory to provide some theoretical guarantees, featuring intuitive proofs and exposition of the material in a concise and precise manner.