TensorFlow Workshop: Deep Learning in Action - Softcover

KUMAR TIPU, RUPESH

Softcover

ISBN 10: 6207473493 ISBN 13: 9786207473496

Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

"TensorFlow Workshop: Deep Learning in Action" is a comprehensive guide designed to take readers on an explorative journey into the world of deep learning using TensorFlow. It covers the foundational concepts of neural networks, delves into the specifics of implementing various network architectures, and explores advanced topics like convolutional neural networks (CNNs), recurrent neural networks (RNNs), autoencoders, and generative adversarial networks (GANs). Each chapter is structured to provide a balance of theory, practical examples, and hands-on exercises, making complex ideas accessible to readers at different skill levels. The book also addresses the challenges faced during model training, offers insights into optimizing performance, and discusses future trends in AI and deep learning. With a focus on real-world applications, this book is an invaluable resource for anyone looking to master TensorFlow and unlock the potential of deep learning technologies.

Über diesen Titel

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

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2024
• Sprache: Englisch
• ISBN 10: 6207473493
• ISBN 13: 9786207473496
• Einband: Taschenbuch
• Anzahl der Seiten: 56
• Kontakt zum Hersteller: Fastbook Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland