Verwandte Artikel zu Smart Python for Machine Learning and Intelligent Systems:...

Smart Python for Machine Learning and Intelligent Systems: Deep Learning, Transfer Learning, and AI Engineering | Part 2 - Softcover

Iliev, Alexander I.

 
9786630210927: Smart Python for Machine Learning and Intelligent Systems: Deep Learning, Transfer Learning, and AI Engineering | Part 2
Softcover
ISBN 10: 6630210921 ISBN 13: 9786630210927
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

Smart Python for Machine Learning and Intelligent Systems: Deep Learning, Transfer Learning, and AI Engineering | Part 2 extends the foundations established in Part 1 by introducing the modern techniques that drive today's intelligent systems. The book provides a practical, implementation-oriented approach to deep learning with Python, covering neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), LSTMs, GRUs, and generative adversarial networks (GANs). It also explores transfer learning through feature reuse, fine-tuning, and domain adaptation, followed by advanced deep learning architectures including ResNet and other state-of-the-art models. The final chapters focus on AI engineering, model optimization, deployment, inference benchmarking, pruning, quantization, and the development of efficient production-ready intelligent systems. Throughout the book, theoretical concepts are reinforced with complete Python implementations, practical experiments, performance evaluation, and real-world case studies. Together with Part 1, this volume provides a comprehensive guide to modern machine learning, deep learning, and AI engineering using Python.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Prof. Dr. Alexander I. Iliev is a professor and researcher in Artificial Intelligence, Machine Learning, Big Data Analytics, and Smart Systems. He holds three patents and has authored numerous scientific publications and books. He is affiliated with UC Berkeley, SRH University of Applied Sciences Heidelberg, and the Bulgarian Academy of Sciences.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6630210921
ISBN 13 
9786630210927
Einband
Taschenbuch
Anzahl der Seiten
324
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Deutschland