Can I read Designing Deep Learning Systems:A guide for software engineers on EtoBox?

Designing Deep Learning Systems:A guide for software engineers by Chi Wang & Donald Szeto is a book available to read on EtoBox.

What is Designing Deep Learning Systems:A guide for software engineers about?

A vital guide to building the platforms and systems that bring deep learning models to production.In Designing Deep Learning Systems you will learn how to: Transfer your software development skills to deep learning systems Recognize and solve common engineering challenges for deep learning systems Understand the deep learning development cycle Automate training for models in TensorFlow and PyTorch Optimize dataset management, training, model serving and hyperparameter tuning Pick the right open-source project for your platform Deep learning systems are the components and infrastructure essential to supporting a deep learning model in a production environment. Written especially for software engineers with minimal knowledge of deep learning's design requirements, Designing Deep Learning Systems is full of hands-on examples that will help you transfer your software development skills to creating these deep learning platforms. You'll learn how to build automated and scalable services for core tasks like dataset management, model training/serving, and hyperparameter tuning. This book is the perfect way to step into an exciting—and lucrative—career as a deep learning engineer. About the

Author

Chi Wang & Donald Szeto

Publisher

Manning Publications Co. LLC

Published

2023

Language

EN

ISBN

9781638352150

Subjects

Science, Computer Science, Stem