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Programming pytorch for deep learning creating and deploying deep learning applications


Foto: Programming pytorch for deep learning creating and deploying deep learning applications
Rubriek: Textual/Printed/Reference Materials - Boek
Prijs: 47.95
Rating: 0/5
Verzending:
Uiterlijk 25 juli in huis


Inhoudsopgave:

Omschrijving:

Take the next steps toward mastering deep learning, the machine learning method that's transforming the world around us by the second. In this practical book, you'll get up to speed on key ideas using Facebook'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 PyTorch'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



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Product specificaties:

Taal: en

Bindwijze: Paperback

Oorspronkelijke releasedatum: 08 oktober 2019

Aantal pagina's: 225

Illustraties: Nee

Hoofdauteur: Ian Pointer

Hoofduitgeverij: O'Reilly Media

Extra groot lettertype: Nee

Studieboek: Ja

Verpakking breedte: 175 mm

Verpakking hoogte: 14 mm

Verpakking lengte: 234 mm

Verpakkingsgewicht: 174 g

EAN: 9781492045359