PyTorch Deep Learning Hands-On

Build CNNs, RNNs, GANs, reinforcement learning, and more, quickly and easily



Bookstore > Books > PyTorch Deep Learning Hands-On

Price$39.99 - $50.01
Rating
AuthorsSherin Thomas, Sudhanshu Passi
PublisherPackt Publishing
Published2019
Pages250
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101788834135
ISBN-139781788834131
EBook Hardcover Paperback

PyTorch Deep Learning Hands-On is a book for engineers who want a fast-paced guide to doing deep learning work with PyTorch. It is not an academic textbook and does not try to teach deep learning principles. The book will help you most if you want to get your hands dirty and put PyTorch to work quickly.

PyTorch Deep Learning Hands-On shows how to implement the major deep learning architectures in PyTorch. It covers neural networks, computer vision, CNNs, natural language processing (RNN), GANs, and reinforcement learning. You will also build deep learning workflows with the PyTorch framework, migrate models built in Python to highly efficient TorchScript, and deploy to production using the most sophisticated available tools.

Each chapter focuses on a different area of deep learning. Chapters start with a refresher on how the model works, before sharing the code you need to implement it in PyTorch.

This book is ideal if you want to rapidly add PyTorch to your deep learning toolset.




4 5 4

Similar Books


Deep Learning with Python

Deep Learning with Python

by Nihkil Ketkar

Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This new edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Faceboo...

Price:  $32.99  |  Publisher:  Apress  |  Release:  2020

Deep Reinforcement Learning Hands-On

Deep Reinforcement Learning Hands-On

by Maxim Lapan

Recent developments in reinforcement learning (RL), combined with deep learning (DL), have seen unprecedented progress made towards training agents to solve complex problems in a human-like way. Google's use of algorithms to play and defeat the well-known Atari arcade games has propelled the field to prominence, and researchers are g...

Price:  $19.95  |  Publisher:  Packt Publishing  |  Release:  2018

Deep Learning with Azure

Deep Learning with Azure

by Mathew Salvaris, Danielle Dean, Wee Hyong Tok

Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer.Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no ...

Price:  $37.99  |  Publisher:  Apress  |  Release:  2018

Deep Reinforcement Learning Hands-On, 2nd Edition

Deep Reinforcement Learning Hands-On, 2nd Edition

by Maxim Lapan

Deep Reinforcement Learning Hands-On, Second Edition is an updated and expanded version of the bestselling guide to the very latest reinforcement learning (RL) tools and techniques. It provides you with an introduction to the fundamentals of RL, along with the hands-on ability to code intelligent learning agents to perform a range of prac...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2020

Machine Learning Engineering on AWS

Machine Learning Engineering on AWS

by Joshua Arvin Lat

There is a growing need for professionals with experience in working on machine learning (ML) engineering requirements as well as those with knowledge of automating complex MLOps pipelines in the cloud. This book explores a variety of AWS services, such as Amazon Elastic Kubernetes Service, AWS Glue, AWS Lambda, Amazon Redshift, and AWS L...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Hands-On Machine Learning with C++

Hands-On Machine Learning with C++

by Kirill Kolodiazhnyi

C++ can make your machine learning models run faster and more efficiently. This handy guide will help you learn the fundamentals of machine learning (ML), showing you how to use C++ libraries to get the most out of your data. This book makes machine learning with C++ for beginners easy with its example-based approach, demonstrating how to...

Price:  $29.22  |  Publisher:  Packt Publishing  |  Release:  2020

Hands-on Machine Learning with Python

Hands-on Machine Learning with Python

by Ashwin Pajankar, Aditya Joshi

Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytorch for deep learning with Python. It als...

Price:  $38.06  |  Publisher:  Apress  |  Release:  2022

Deep Learning By Example

Deep Learning By Example

by Ahmed Menshawy

Deep learning is a popular subset of machine learning, and it allows you to build complex models that are faster and give more accurate predictions. This book is your companion to take your first steps into the world of deep learning, with hands-on examples to boost your understanding of the topic.This book starts with a quick overview of...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018