Introduction to Deep Learning: Theory and Practice - Tapa blanda

Mudarakola, Lakshmi Prasad; M, Padmaja

 
9786208438234: Introduction to Deep Learning: Theory and Practice
Tapa blanda
ISBN 10: 6208438233 ISBN 13: 9786208438234
Editorial: LAP LAMBERT Academic Publishing, 2025

Sinopsis

The Deep Learning textbook provides a comprehensive introduction to the field of deep learning—a branch of machine learning focused on algorithms inspired by the structure and function of the brain's neural networks. It covers foundational topics such as linear algebra, probability, and information theory before delving into core deep learning concepts, including neural networks, optimization techniques, and regularization.Advanced topics include convolutional networks, sequence modeling (such as RNNs), generative models, and deep reinforcement learning. The book also explores theoretical foundations and future directions in deep learning research.Written by leading experts, this textbook is widely used in both academia and industry, offering practical insights alongside deep theoretical knowledge. It’s ideal for students, researchers, and professionals looking to understand and apply deep learning techniques.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
6208438233
ISBN 13 
9786208438234
Encuadernación
Tapa blanda
Número de páginas
76
Contacto del fabricante
no disponible
Persona responsable
no disponible