Sustainable AI: Tools for Moving Toward Green AI (1)

By:

Sign Up Now! Already a Member? Log In
You must be logged into Bookshare to access this title. Learn about membership options, or view our freely available titles.

Synopsis
In the era of big data and even bigger machine learning models powering the current generative AI revolution, the environmental footprint of these developments can no longer be ignored. This much-needed guide confronts the challenge head-on, offering a groundbreaking exploration into making deep learning (DL) both efficient and accessible. Author Raghavendra Selvan exposes the high costs—both environmental and economic—of traditional DL methods and presents practical solutions that pave the way for a more sustainable AI. This essential read is for anyone in the machine learning field, from the academic researcher to the industry practitioner, who wants to make a meaningful impact on both their work and the world. This book enables readers to be agents of change toward a more sustainable and inclusive technological future. Learn strategies to significantly reduce the energy consumption, carbon footprint, and hardware demands of DL models Examine ways to break down barriers and foster a more inclusive future in AI development Explore strategies for cutting costs and minimizing ecological impact Learn how to balance performance with efficiency in model development Gain proficiency in cutting-edge tools that enhance the sustainability of your AI projects
Copyright:
2026

Book Details

Book Quality:
Publisher Quality
Book Size:
292 Pages
ISBN-13:
9781098155476
Related ISBNs:
9781098155513, 9781098155513, 9781098155483
Publisher:
O'Reilly Media
Date of Addition:
Copyrighted By:
Raghavendra Selvan.
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet, Business and Finance, Earth Sciences, Law, Legal Issues and Ethics
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.

Reviews

No Rating Yet