Faithin Omaha eBook Collection

This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal

A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architectures Key FeaturesUnderstand linear alge

Math and Architectures of Deep Learning bridges the gap between theory and practice, laying out the math of deep learning side by side with practical implementa

Shine a spotlight into the deep learning “black box”. This comprehensive and detailed guide reveals the mathematical and architectural concepts behind deep

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.