Deep Dive into Deep Learning Frameworks: A Mathematical Exploration - Softcover

Kumar Tipu, Rupesh

 
9786207808458: Deep Dive into Deep Learning Frameworks: A Mathematical Exploration
Softcover
ISBN 10: 6207808452 ISBN 13: 9786207808458
Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

"Deep Dive into Deep Learning Frameworks: A Mathematical Exploration" offers an in-depth exploration of the fundamental mathematical concepts that power contemporary deep learning methodologies. This book serves as a comprehensive guide for researchers, practitioners, and enthusiasts seeking to understand the intricate mathematical underpinnings of neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and other advanced models like generative adversarial networks (GANs) and autoencoders.

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Über die Autorin bzw. den Autor

Sou Professor Assistente em Engenharia Civil com uma sólida experiência em engenharia estrutural, tendo um B.Tech e M.Tech da Maharshi Dayanand University e um Ph.D. centrado na modelação preditiva baseada em ML para otimização de betão. Com mais de quatro anos de investigação, já publiquei 20 artigos em áreas como a otimização estrutural e a modelação de máquinas

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
6207808452
ISBN 13 
9786207808458
Einband
Taschenbuch
Anzahl der Seiten
68
Kontakt zum Hersteller
Nicht verfügbar
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