Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications - Tapa blanda

Pointer, Ian

 
9781492045359: Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications
Tapa blanda
ISBN 10: 1492045357 ISBN 13: 9781492045359
Editorial: O'Reilly Media, 2019

Sinopsis

Take the next steps toward mastering deep learning, the machine learning method thatâ s transforming the world around us by the second. In this practical book, youâ ll get up to speed on key ideas using Facebookâ s open source PyTorch framework and gain the latest skills you need to create your very own neural networks.

Ian Pointer shows you how to set up PyTorch on a cloud-based environment, then walks you through the creation of neural architectures that facilitate operations on images, sound, text, and more through deep dives into each element. He also covers the critical concepts of applying transfer learning to images, debugging models, and PyTorch in production.

  • Learn how to deploy deep learning models to production
  • Explore PyTorch use cases from several leading companies
  • Learn how to apply transfer learning to images
  • Apply cutting-edge NLP techniques using a model trained on Wikipedia
  • Use PyTorchâ s torchaudio library to classify audio data with a convolutional-based model
  • Debug PyTorch models using TensorBoard and flame graphs
  • Deploy PyTorch applications in production in Docker containers and Kubernetes clusters running on Google Cloud

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Currently Ian is the Director of Partner Engineering at a company called Kogentix that specializes in Machine Learning solutions (including Deep Learning techniques), with multiple Fortune 100 clients. Prior to that, he worked for many years at an early Big Data startup called Mammoth Data, cutting his teeth on Apache Hadoop and Apache Spark. He emigrated to the US from the UK in 2011 and became an American citizen in 2017.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
O'Reilly Media
Año de publicación
2019
Idioma
Inglés
ISBN 10 
1492045357
ISBN 13 
9781492045359
Encuadernación
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Número de páginas
217
Contacto del fabricante
no disponible
Persona responsable
no disponible

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ISBN 10:  9352139097 ISBN 13:  9789352139095
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