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

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

Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-rela

With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. Thi

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