Advanced Deep Learning Systems from Theory to Deployment - Tapa blanda

C, Geetha; M V, Ishwarya; N, Saistha

 
9786209598456: Advanced Deep Learning Systems from Theory to Deployment
Tapa blanda
ISBN 10: 6209598455 ISBN 13: 9786209598456
Editorial: LAP Lambert Academic Publishing, 2026

Sinopsis

Advanced deep learning systems represent some of the most sophisticated technical achievements of our era, combining theoretical insights from neuroscience and mathematics, practical engineering from distributed computing and systems design, and domain expertise from countless application areas. Building such systems requires combining knowledge across multiple disciplines-understanding not just neural networks but also optimization, distributed systems, software engineering, data management, and domain-specific challenges.The field remains young with tremendous opportunity for innovation and impact. Models that once seemed impossible to train now train routinely. Deployments at scales unimaginable a few years ago now operate reliably. Applications that were pure science fiction now benefit billions of users. Yet enormous challenges remain-building systems that are efficient enough for edge deployment, fair enough to avoid amplifying societal biases, robust enough to handle distribution shifts and adversarial inputs, and interpretable enough to enable understanding and trust.

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Editorial
LAP Lambert Academic Publishing
Año de publicación
2026
Idioma
Inglés
ISBN 10 
6209598455
ISBN 13 
9786209598456
Encuadernación
Tapa blanda
Número de páginas
136
Contacto del fabricante
no disponible
Persona responsable
no disponible