Neural Networks are Homeomorphisms: An Introduction to Higher Mathematics for Decision Scientists Plata Serge
Neural Networks are Homeomorphisms: An Introduction to Higher Mathematics for Decision Scientists Plata Serge This book is an introductory guide for data scientists to learn the mathematical…
Specifikacia Neural Networks are Homeomorphisms: An Introduction to Higher Mathematics for Decision Scientists Plata Serge
Neural Networks are Homeomorphisms: An Introduction to Higher Mathematics for Decision Scientists Plata Serge
This book is an introductory guide for data scientists to learn the mathematical principles behind the most well-known AI algorithms. He then applies them to real cases.This work covers topics of higher mathematics from algebraic topology and spectral theory to functional analysis and ergodic theory. The author proposes two original theoretical concepts: the accordion theory and the recurrent third iteration theory.
This deepens both practitioners' and managers' knowledge of mathematical modeling and assists them to engage with specialized literature. These concepts are fundamental to understanding AI concepts and algorithms. More importantly this book will help them to formally write their own ideas and