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Aprenda Pytorch: Domine a Criação de Modelos de Deep Learning com Flexibilidade e Eficiência
Paperback
Series: Frameworks Ia & Machine Learning Brasil, Book 50
Publisher: Independently Published
Published: Mar 12 2025
Pages: 190
Weight: 0.58
Height: 0.40 Width: 6.00 Depth: 9.00
Language: Portuguese
Este livro é ideal para desenvolvedores e estudantes que desejam criar modelos de deep learning com PyTorch, unindo flexibilidade, controle e performance real.
Você aprenderá a aplicar técnicas modernas para construir, treinar e escalar redes neurais robustas em ambientes reais, explorando desde fundamentos até arquiteturas avançadas.
Inclui: - Manipulação de tensores e uso do Autograd
- Construção de redes neurais modulares com torch.nn
- Treinamento com DataLoader, otimizadores e funções de perda
- Aplicação prática com CNNs, RNNs, Transformers e GANs
- Integração com PyTorch Lightning, TorchScript e exportação de modelos
- Projetos reais com NLP, visão computacional, IoT e produção em nuvem
Ao final, você dominará PyTorch como ferramenta profissional para projetar soluções de IA escaláveis com precisão técnica e agilidade de desenvolvimento.
pytorch, aprendizado profundo, redes neurais, torch.nn, autograd, treinamento distribuÃdo, cnn, rnn, transformers, deploymentAlso from
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