Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications

Pointer, Ian

ISBN 10: 1492045357 / ISBN 13: 9781492045359

Published by O'Reilly Media, 2019

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Bibliographic Details

• Title: Programming PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications
• Publisher: O'Reilly Media
• Publication Date: 2019
• Language: English
• ISBN 10: 1492045357
• ISBN 13: 9781492045359
• Binding: Paperback
• Condition: new

About this title

Synopsis

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

About the Author

Ian Pointer is a data engineer, specializing in machine learning solutions (including deep learning techniques) for multiple Fortune 100 clients. Ian is currently at Lucidworks, where he works on cutting-edge NLP applications and engineering.

He immigrated to the United States from the United Kingdom in 2011 and became an American citizen in 2017.