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Sustainable AI Tools for Moving Toward Green AI [#1044796]
Sustainable AI: Tools for Moving Toward Green AI by Raghavendra Selvan
English | November 18th, 2025 | ISBN: 1098155513 | 290 pages | True EPUB (Retail Copy) | 10.20 MB
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
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