{"product_id":"programming-pytorch-for-deep-learning","title":"Programming PyTorch for Deep Learning","description":"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.\n\nIan 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.\n\nLearn how to deploy deep learning models to production\nExplore PyTorch use cases from several leading companies\nLearn how to apply transfer learning to images\nApply cutting-edge NLP techniques using a model trained on Wikipedia\nUse PyTorch’s torchaudio library to classify audio data with a convolutional-based model\nDebug PyTorch models using TensorBoard and flame graphs\nDeploy PyTorch applications in production in Docker containers and Kubernetes clusters running on Google Cloud","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":54219600560472,"sku":"9781492045359","price":55.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781492045359_29c6b462-3dce-470f-9e85-2bc03b093853.jpg?v=1777059028","url":"https:\/\/agendabookshop.com\/products\/programming-pytorch-for-deep-learning","provider":"Agenda Bookshop","version":"1.0","type":"link"}