Introduction to Deep Learning

Ruiz, Mauricio Alberto Ortega

ISBN 10: 1779562993 ISBN 13: 9781779562999

Verlag: Delve Publishing, 2025

Inhaltsangabe

This book is designed to provide a comprehensive introduction to the field of deep learning, covering its foundational principles, techniques, and applications. It covers topics such as neural networks, convolutional networks, recurrent networks, and deep reinforcement learning. The content emphasizes both the theoretical concepts and practical implementations of deep learning models, providing insights into how these models are trained and applied to solve complex problems. Practical examples and hands-on exercises are included to help readers develop a solid understanding of deep learning techniques and their applications in various fields.

Über diesen Titel

Über die Autorin bzw. den Autor

Mauricio Alberto Ortega-Ruíz is an Electrical Engineering graduated from UNAM at Mexico, with experience in technical support for electronics equipment, field service and training services. This experience accomplishes instrumentation equipment, photo-lab and automation industry. Mauricio's academic journey includes a M. Sc. in signal processing at the Imperial College of Science Technology and Medicine and a PhD at City University of London, both are UK Universities. His main Research interest is in AI applications for medical imaging analysis and particularly in digital histopathology for breast cancer grading, he has published Scientific papers on this topic and participated in the Automated Gleason Grand Challenge 2022 in which he developed Deep Learning methods for Prostate cancer image grading and obtained the 10th place in the final ranking. He is cofounder of DigPatho, a research group for the LATAM region. Besides his passion for Research in the medical image field he has also demonstrated interest in signal processing, and other imaging applications. He dedicates time to culture and music, and as an amateur violist, he was member of the Imperial College Chamber orchestra during his masters.

Details zur Ausgabe

• Verlag: Delve Publishing
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 1779562993
• ISBN 13: 9781779562999
• Einband: Bibliothekseinband
• Anzahl der Seiten: 228
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Mare Nostrum Group B.V.; gpsr@mare-nostrum.co.uk; ; Doelen 72; Breda; 4831 GR; Niederlande