作者: Ian Pointer
副标题: Creating and Deploying Deep Learning Applications
定价: USD 39.99
内容简介 · · · · · ·
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.
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
作者简介 · · · · · ·
Currently Ian is the Director of Partner Engineering at a company called Kogentix that specializes in Machine Learning solutions (including Deep Learning techniques), with multiple Fortune 100 clients. Prior to that, he worked for many years at an early Big Data startup called Mammoth Data, cutting his teeth on Apache Hadoop and Apache Spark. He emigrated to the US from the UK in 2011 and became an American citizen in 2017.