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BOOKS - Mathematics of Deep Learning: An Introduction
Mathematics of Deep Learning: An Introduction - Leonid Berlyand Expected publication July 12, 2023 PDF  BOOKS
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Mathematics of Deep Learning: An Introduction
Author: Leonid Berlyand
Year: Expected publication July 12, 2023
Format: PDF
File size: PDF 11 MB

Provides a mathematical perspective to some key elements of so-called deep neural networks (DNNs). Much of the interest on deep learning has focused on the implementation of DNN-based algorithms. This textbook focuses on a complementary point of view that emphasizes the underlying mathematical ideas.

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