Deep Learning Architectures: A Mathematical Approach - Ovidiu Calin - Ovidiu Calin

Cumpara deep learning architectures: ovidiu calin de calitate.
Pe yeo poti sa gasesti cel mai bun pret pentru deep learning architectures: ovidiu calin

This book describes how neural networks operate from the Mathematical point of view.
In addition, the book will be of wide interest to machine Learning researchers who are interested in a theoretical understanding of the subject..
This book can be used in a graduate course in Deep learning, with the first few parts being accessible to senior undergraduates.
The book bridges the gap between ideas and concepts of neural networks, which are used nowadays at an intuitive level, and the precise modern Mathematical language, presenting the best practices of the former and enjoying the robustness and elegance of the latter.
As a result, neural networks can be interpreted both as function universal approximators and information processors.
This book describes how neural networks operate from the Mathematical point of view