Faithin Omaha eBook Collection

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

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

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 work explores probabilistic models of supervised learning problems and addresses the key statistical and computational questions. Chapters survey research

Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some back