LEARN PYTORCH: Master Creating Deep Learning Models with Flexibility and Efficiency - Couverture souple

Smart Tech Content, StudioD21; Rodrigues, Diego

 
9798312289015: LEARN PYTORCH: Master Creating Deep Learning Models with Flexibility and Efficiency
Couverture souple
ISBN 13 : 9798312289015
Editeur : Independently published, 2025

Synopsis

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

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2025
Langue
anglais
ISBN 13 
9798312289015
Reliure
Broché
Nombre de pages
187
Coordonnées du fabricant
non disponible
Personne responsable
non disponible