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

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

English | September 20th, 2019 | ISBN: 1492045357 | 220  pages | EPUB | 9.67 MB

Deep learning is changing everything. This machine-learning method has already surpassed traditional computer vision techniques, and the same is happening with NLP. If you're looking to bring deep learning into your domain, this practical book will bring you up to speed on key concepts using Facebook's PyTorch framework.


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Once author Ian Pointer helps you set up PyTorch on a cloud-based environment, you'll learn how use the framework to create neural architectures for performing operations on images, sound, text, and other types of data. By the end of the book, you'll be able to create neural networks and train them on multiple types of data.

 

 Learn how to deploy deep learning models to production

 Explore PyTorch use cases in companies other than Facebook

 Learn how to apply transfer learning to images

 Apply cutting-edge NLP techniques using a model trained on Wikipedia

 

 

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

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