Book of Donmon Teith

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

Principles and Labs for Deep Learning provides the knowledge and techniques needed to help readers design and develop deep learning models. Deep Learning techni

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei

The focus of this book is on providing students with insights into geometry that can help them understand deep learning from a unified perspective. Rather than

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Co