Designing Deep Learning Systems

A Software Engineer's Guide

By: Chi Wang, Donald Szeto

Write A Review

Paperback | 6 July 2023

At a Glance

Paperback
325 Pages

Dimensions(cm)
18.7 x 23.7 x 2.4

Paperback

$88.99

or 4 interest-free payments of $22.25 with

Ships in 10 to 15 business days

Design systems optimized for deep learning models. Written for software engineers, this book teaches you how to implement a maintainable platform for developing deep learning models.

In Engineering 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

Engineering Deep Learning Systems is a practical guide for software engineers and data scientists who are designing and building platforms for deep learning. It''s full of hands-on examples that will help you transfer your software development skills to implementing 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 excitingâ"and lucrativeâ"career as a deep learning engineer.

about the technology

Behind every deep learning researcher is a team of engineers bringing their models to production. To build these systems, you need to understand how a deep learning system''s platform differs from other distributed systems. By mastering the core ideas in this book, you''ll be able to support deep learning systems in a way that''s fast, repeatable, and reliable.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $89.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.