Acquista libri Programming Pytorch for Deep Learning: Creating and
Deploying Deep Learning Applications
By Ian Pointer
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
productionExplore PyTorch use cases from several leading companiesLearn how to
apply transfer learning to imagesApply cutting-edge NLP techniques using a model
trained on WikipediaUse PyTorch's torchaudio library to classify audio data with a
convolutional-based modelDebug PyTorch
