Smart Python for Machine Learning and Intelligent Systems : Deep Learning, Transfer Learning, and AI Engineering | Part 2
Language: English
Published by LAP LAMBERT Academic Publishing, 2026
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
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nach der Bestellung gedruckt Neuware - Printed after ordering - 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.…
Seller Inventory # 9786630210927
- Title
- Smart Python for Machine Learning and Intelligent Systems : Deep Learning, Transfer Learning, and AI Engineering | Part 2
- Author
- Alexander I. Iliev
- Publisher
- LAP LAMBERT Academic Publishing
- Publication year
- 2026
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6630210921
- ISBN 13
- 9786630210927
- Item weight
- 500 grams
- Dimensions
- 220x150x20 mm
"Synopsis" may belong to another edition of this title.
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