LEARN PYTORCH: Master Creating Deep Learning Models with Flexibility and Efficiency: 30 (AI & Machine Learning ENG) - Softcover

Smart Tech Content, StudioD21; Rodrigues, Diego

 
9798312289015: LEARN PYTORCH: Master Creating Deep Learning Models with Flexibility and Efficiency: 30 (AI & Machine Learning ENG)
Softcover
ISBN 13: 9798312289015
Verlag: Independently published, 2025

Inhaltsangabe

This book is ideal for developers and students who want to build deep learning models with PyTorch, combining flexibility, control, and real-world performance.

You will learn to apply modern techniques to design, train, and scale robust neural networks in real-world environments, covering everything from fundamentals to advanced architectures.

Includes:

• Tensor manipulation and Autograd usage

• Modular neural network construction with torch.nn

• Training with DataLoader, optimizers, and loss functions

• Practical application with CNNs, RNNs, Transformers, and GANs

• Integration with PyTorch Lightning, TorchScript, and model export

• Real-world projects with NLP, computer vision, IoT, and cloud deployment

By the end, you will master PyTorch as a professional tool to design scalable AI solutions with technical precision and development agility.

ytorch, deep learning, neural networks, torch.nn, autograd, distributed training, cnn, rnn, transformers, deployment

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

Verlag
Independently published
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 13 
9798312289015
Einband
Tapa blanda
Anzahl der Seiten
187
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar