Antiga Luca - Deep Learning With Pytorch - Paperback

Binding: Paperback
Description: Every other day we hear about new ways to put deep learning to good use: improved medical imaging accurate credit card fraud detection long range weather forecasting and more. Py Torch puts these superpowers in your hands providing a comfortable Python experience that gets you started quickly and then grows with you as you and your deep learning skills become more sophisticated. Deep Learning with Py Torch teaches you how to implement deep learning algorithms with Python and Py Torch. This book takes you into a fascinating case study: building an algorithm capable of detecting malignant lung tumors using CT scans. As the authors guide you through this real example you'll discover just how effective and fun Py Torch can be. Key features Using the Py Torch tensor API Understanding automatic differentiation in Py Torch Training deep neural networks Monitoring training and visualizing results Interoperability with Num Py Audience Written for developers with some knowledge of Python as well as basic linear algebra skills. Some understanding of deep learning will be helpful however no experience with Py Torch or other deep learning frameworks is required. About the technology Py Torch is a machine learning framework with a strong focus on deep neural networks. Because it emphasizes GPU - based acceleration Py Torch performs exceptionally well on readily - available hardware and scales easily to larger systems. Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co - founder and CEO of an AI engineering company located in Bergamo Italy and a regular contributor to Py Torch.
Title: Deep Learning With Pytorch
Author(s): Antiga Luca
Publisher: Manning Publications
Barcode: 9781617295263
Pages: 450 Pages
Publication Date: 8/4/2020
Category: Algorithms & Data Structures