Introduction to Deep Learning: Theory and Practice - Softcover

Mudarakola, Lakshmi Prasad; M, Padmaja

Softcover

ISBN 10: 6208438233 ISBN 13: 9786208438234

Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr. M. Lakshmi Prasad is a Professor and Head of CSE Division-I at the Institute of Aeronautical Engineering (IARE) in Hyderabad, Telangana. He specializes in Computer Science and Engineering, with a particular focus on Data Science.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 6208438233
• ISBN 13: 9786208438234
• Einband: Taschenbuch
• Anzahl der Seiten: 76
• Kontakt zum Hersteller: Fastbook Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland