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


Price: $55.99 - $33.49
(as of Sep 30, 2024 09:45:32 UTC – Details)


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

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O’Reilly’s mission is to change the world by sharing the knowledge of innovators. For over 40 years, we’ve inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.

Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.

Publisher ‏ : ‎ O’Reilly Media; 1st edition (October 29, 2019)
Language ‏ : ‎ English
Paperback ‏ : ‎ 217 pages
ISBN-10 ‏ : ‎ 1492045357
ISBN-13 ‏ : ‎ 978-1492045359
Item Weight ‏ : ‎ 2.31 pounds
Dimensions ‏ : ‎ 7 x 0.5 x 9 inches

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